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scene-token
string
frame-token
string
id
string
tag
string
question
string
answer
string
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string
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_0
2
What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision.
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_1
0-0
What is the moving status of object <c1,CAM_BACK,384.2,477.5>? Please select the correct answer from the following options: A. Turn right. B. Drive backward. C. Going ahead. D. Turn left.
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_2
3
What object should the ego vehicle notice first when the ego vehicle is getting to the next possible location? What is the state of the object that is first noticed by the ego vehicle and what action should the ego vehicle take? What object should the ego vehicle notice second when the ego vehicle is getting to the next possible location? What is the state of the object perceived by the ego vehicle as second and what action should the ego vehicle take? What object should the ego vehicle notice third? What is the state of the object perceived by the ego vehicle as third and what action should the ego vehicle take?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_3
0-1
Would <c1,CAM_BACK,384.2,477.5> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_4
0-1
Would <c2,CAM_BACK,1517.8,571.7> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_5
0-1
Would <c3,CAM_FRONT_RIGHT,391.7,535.0> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_6
0-1
Will <c1,CAM_BACK,384.2,477.5> be in the moving direction of <c2,CAM_BACK,1517.8,571.7>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_7
0-1
Will <c1,CAM_BACK,384.2,477.5> change its motion state based on <c2,CAM_BACK,1517.8,571.7>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_8
0-1
Will <c2,CAM_BACK,1517.8,571.7> be in the moving direction of <c1,CAM_BACK,384.2,477.5>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_9
0-1
Will <c2,CAM_BACK,1517.8,571.7> change its motion state based on <c1,CAM_BACK,384.2,477.5>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_10
1
What actions could the ego vehicle take based on <c1,CAM_BACK,384.2,477.5>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_11
1
What actions could the ego vehicle take based on <c2,CAM_BACK,1517.8,571.7>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_12
1
What actions taken by the ego vehicle can lead to a collision with <c2,CAM_BACK,1517.8,571.7>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_13
1
What actions could the ego vehicle take based on <c3,CAM_FRONT_RIGHT,391.7,535.0>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_14
1
In this scenario, what are safe actions to take for the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_15
1
In this scenario, what are dangerous actions to take for the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_16
1
What actions taken by the ego vehicle can lead to a collision with <c1,CAM_BACK,384.2,477.5>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_17
1
What actions taken by the ego vehicle can lead to a collision with <c3,CAM_FRONT_RIGHT,391.7,535.0>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_18
1
What's your comment on this scene?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
b0e6fd5561454b2789c853e5350557a8
b789de07180846cc972118ee6d1fb027_b0e6fd5561454b2789c853e5350557a8_19
0-0
Predict the behavior of the ego vehicle. Please select the correct answer from the following options: A. The ego vehicle is steering to the right. The ego vehicle is driving with normal speed. B. The ego vehicle is slightly steering to the right. The ego vehicle is driving slowly. C. The ego vehicle is steering to the left. The ego vehicle is driving fast. D. The ego vehicle is slightly steering to the right. The ego vehicle is driving with normal speed.
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295990612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295990604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295990620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295990637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295990647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295990628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_0
2
What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision.
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_1
0-1
Would <c1,CAM_BACK,827.5,484.2> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_2
0-1
Would <c2,CAM_BACK,681.7,510.0> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_3
0-1
Would <c3,CAM_FRONT,689.2,527.5> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_4
0-1
Would <c4,CAM_FRONT,740.8,504.2> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_5
0-1
Will <c1,CAM_BACK,827.5,484.2> be in the moving direction of <c2,CAM_BACK,681.7,510.0>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_6
0-1
Will <c1,CAM_BACK,827.5,484.2> change its motion state based on <c2,CAM_BACK,681.7,510.0>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_7
0-1
Will <c2,CAM_BACK,681.7,510.0> be in the moving direction of <c3,CAM_FRONT,689.2,527.5>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_8
0-1
Will <c2,CAM_BACK,681.7,510.0> change its motion state based on <c3,CAM_FRONT,689.2,527.5>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_9
1
What actions could the ego vehicle take based on <c1,CAM_BACK,827.5,484.2>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_10
1
What actions could the ego vehicle take based on <c2,CAM_BACK,681.7,510.0>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_11
1
What actions could the ego vehicle take based on <c3,CAM_FRONT,689.2,527.5>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_12
1
What actions taken by the ego vehicle can lead to a collision with <c3,CAM_FRONT,689.2,527.5>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_13
1
What actions could the ego vehicle take based on <c4,CAM_FRONT,740.8,504.2>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_14
1
What actions taken by the ego vehicle can lead to a collision with <c4,CAM_FRONT,740.8,504.2>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_15
1
In this scenario, what are safe actions to take for the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_16
1
In this scenario, what are dangerous actions to take for the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_17
1
What actions taken by the ego vehicle can lead to a collision with <c1,CAM_BACK,827.5,484.2>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_18
1
What actions taken by the ego vehicle can lead to a collision with <c2,CAM_BACK,681.7,510.0>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_19
1
What's your comment on this scene?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
690c4ddabc7845f48f4831ac73129154
b789de07180846cc972118ee6d1fb027_690c4ddabc7845f48f4831ac73129154_20
0-0
Predict the behavior of the ego vehicle. Please select the correct answer from the following options: A. The ego vehicle is slightly steering to the right. The ego vehicle is driving fast. B. The ego vehicle is slightly steering to the right. The ego vehicle is driving with normal speed. C. The ego vehicle is slightly steering to the left. The ego vehicle is driving very fast. D. The ego vehicle is going straight. The ego vehicle is driving fast.
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295995612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295995604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295995620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295995637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295995647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295995628113.jpg
b789de07180846cc972118ee6d1fb027
13ade121714c46d6a028516ecb5bff60
b789de07180846cc972118ee6d1fb027_13ade121714c46d6a028516ecb5bff60_0
2
What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision.
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296003612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296003604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296003620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296003637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296003647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296003628113.jpg
b789de07180846cc972118ee6d1fb027
13ade121714c46d6a028516ecb5bff60
b789de07180846cc972118ee6d1fb027_13ade121714c46d6a028516ecb5bff60_1
3
What object should the ego vehicle notice first when the ego vehicle is getting to the next possible location? What is the state of the object that is first noticed by the ego vehicle and what action should the ego vehicle take? What object should the ego vehicle notice second when the ego vehicle is getting to the next possible location? What is the state of the object perceived by the ego vehicle as second and what action should the ego vehicle take? What object should the ego vehicle notice third? What is the state of the object perceived by the ego vehicle as third and what action should the ego vehicle take?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296003612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296003604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296003620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296003637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296003647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296003628113.jpg
b789de07180846cc972118ee6d1fb027
13ade121714c46d6a028516ecb5bff60
b789de07180846cc972118ee6d1fb027_13ade121714c46d6a028516ecb5bff60_2
0-1
Would <c1,CAM_BACK,1070.8,505.0> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296003612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296003604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296003620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296003637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296003647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296003628113.jpg
b789de07180846cc972118ee6d1fb027
13ade121714c46d6a028516ecb5bff60
b789de07180846cc972118ee6d1fb027_13ade121714c46d6a028516ecb5bff60_3
0-1
Would <c2,CAM_FRONT_LEFT,1280.0,482.5> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296003612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296003604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296003620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296003637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296003647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296003628113.jpg
b789de07180846cc972118ee6d1fb027
13ade121714c46d6a028516ecb5bff60
b789de07180846cc972118ee6d1fb027_13ade121714c46d6a028516ecb5bff60_4
0-1
Would <c3,CAM_FRONT_LEFT,1130.0,466.7> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296003612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296003604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296003620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296003637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296003647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296003628113.jpg
b789de07180846cc972118ee6d1fb027
13ade121714c46d6a028516ecb5bff60
b789de07180846cc972118ee6d1fb027_13ade121714c46d6a028516ecb5bff60_5
0-1
Will <c3,CAM_FRONT_LEFT,1130.0,466.7> be in the moving direction of <c1,CAM_BACK,1070.8,505.0>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296003612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296003604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296003620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296003637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296003647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296003628113.jpg
b789de07180846cc972118ee6d1fb027
13ade121714c46d6a028516ecb5bff60
b789de07180846cc972118ee6d1fb027_13ade121714c46d6a028516ecb5bff60_6
0-1
Will <c3,CAM_FRONT_LEFT,1130.0,466.7> change its motion state based on <c1,CAM_BACK,1070.8,505.0>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296003612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296003604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296003620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296003637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296003647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296003628113.jpg
b789de07180846cc972118ee6d1fb027
13ade121714c46d6a028516ecb5bff60
b789de07180846cc972118ee6d1fb027_13ade121714c46d6a028516ecb5bff60_7
0-1
Will <c1,CAM_BACK,1070.8,505.0> be in the moving direction of <c3,CAM_FRONT_LEFT,1130.0,466.7>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296003612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296003604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296003620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296003637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296003647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296003628113.jpg
b789de07180846cc972118ee6d1fb027
13ade121714c46d6a028516ecb5bff60
b789de07180846cc972118ee6d1fb027_13ade121714c46d6a028516ecb5bff60_8
0-1
Will <c1,CAM_BACK,1070.8,505.0> change its motion state based on <c3,CAM_FRONT_LEFT,1130.0,466.7>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296003612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296003604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296003620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296003637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296003647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296003628113.jpg
b789de07180846cc972118ee6d1fb027
13ade121714c46d6a028516ecb5bff60
b789de07180846cc972118ee6d1fb027_13ade121714c46d6a028516ecb5bff60_9
1
What actions could the ego vehicle take based on <c1,CAM_BACK,1070.8,505.0>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296003612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296003604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296003620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296003637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296003647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296003628113.jpg
b789de07180846cc972118ee6d1fb027
13ade121714c46d6a028516ecb5bff60
b789de07180846cc972118ee6d1fb027_13ade121714c46d6a028516ecb5bff60_10
1
What actions could the ego vehicle take based on <c2,CAM_FRONT_LEFT,1280.0,482.5>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296003612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296003604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296003620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296003637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296003647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296003628113.jpg
b789de07180846cc972118ee6d1fb027
13ade121714c46d6a028516ecb5bff60
b789de07180846cc972118ee6d1fb027_13ade121714c46d6a028516ecb5bff60_11
1
What actions could the ego vehicle take based on <c3,CAM_FRONT_LEFT,1130.0,466.7>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296003612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296003604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296003620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296003637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296003647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296003628113.jpg
b789de07180846cc972118ee6d1fb027
13ade121714c46d6a028516ecb5bff60
b789de07180846cc972118ee6d1fb027_13ade121714c46d6a028516ecb5bff60_12
1
In this scenario, what are safe actions to take for the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296003612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296003604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296003620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296003637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296003647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296003628113.jpg
b789de07180846cc972118ee6d1fb027
13ade121714c46d6a028516ecb5bff60
b789de07180846cc972118ee6d1fb027_13ade121714c46d6a028516ecb5bff60_13
1
In this scenario, what are dangerous actions to take for the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296003612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296003604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296003620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296003637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296003647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296003628113.jpg
b789de07180846cc972118ee6d1fb027
13ade121714c46d6a028516ecb5bff60
b789de07180846cc972118ee6d1fb027_13ade121714c46d6a028516ecb5bff60_14
1
What actions taken by the ego vehicle can lead to a collision with <c1,CAM_BACK,1070.8,505.0>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296003612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296003604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296003620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296003637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296003647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296003628113.jpg
b789de07180846cc972118ee6d1fb027
13ade121714c46d6a028516ecb5bff60
b789de07180846cc972118ee6d1fb027_13ade121714c46d6a028516ecb5bff60_15
1
What's your comment on this scene?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296003612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296003604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296003620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296003637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296003647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296003628113.jpg
b789de07180846cc972118ee6d1fb027
13ade121714c46d6a028516ecb5bff60
b789de07180846cc972118ee6d1fb027_13ade121714c46d6a028516ecb5bff60_16
0-0
Predict the behavior of the ego vehicle. Please select the correct answer from the following options: A. The ego vehicle is going straight. The ego vehicle is driving with normal speed. B. The ego vehicle is going straight. The ego vehicle is driving slowly. C. The ego vehicle is steering to the left. The ego vehicle is driving very fast. D. The ego vehicle is slightly steering to the left. The ego vehicle is driving fast.
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296003612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296003604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296003620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296003637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296003647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296003628113.jpg
b789de07180846cc972118ee6d1fb027
39961df49391439fbca612a8efe1c531
b789de07180846cc972118ee6d1fb027_39961df49391439fbca612a8efe1c531_0
2
What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision.
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295988012404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295988004799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295988020482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295988037558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295988047405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295988028113.jpg
b789de07180846cc972118ee6d1fb027
39961df49391439fbca612a8efe1c531
b789de07180846cc972118ee6d1fb027_39961df49391439fbca612a8efe1c531_1
0-0
What is the moving status of object <c2,CAM_FRONT_LEFT,1127.5,545.0>? Please select the correct answer from the following options: A. Going ahead. B. Drive backward. C. Turn right. D. Reverse parking.
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295988012404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295988004799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295988020482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295988037558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295988047405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295988028113.jpg
b789de07180846cc972118ee6d1fb027
39961df49391439fbca612a8efe1c531
b789de07180846cc972118ee6d1fb027_39961df49391439fbca612a8efe1c531_2
3
What object should the ego vehicle notice first when the ego vehicle is getting to the next possible location? What is the state of the object that is first noticed by the ego vehicle and what action should the ego vehicle take? What object should the ego vehicle notice second when the ego vehicle is getting to the next possible location? What is the state of the object perceived by the ego vehicle as second and what action should the ego vehicle take? What object should the ego vehicle notice third? What is the state of the object perceived by the ego vehicle as third and what action should the ego vehicle take?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295988012404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295988004799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295988020482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295988037558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295988047405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295988028113.jpg
b789de07180846cc972118ee6d1fb027
39961df49391439fbca612a8efe1c531
b789de07180846cc972118ee6d1fb027_39961df49391439fbca612a8efe1c531_3
0-1
Would <c1,CAM_BACK_RIGHT,1255.0,538.3> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295988012404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295988004799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295988020482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295988037558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295988047405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295988028113.jpg
b789de07180846cc972118ee6d1fb027
39961df49391439fbca612a8efe1c531
b789de07180846cc972118ee6d1fb027_39961df49391439fbca612a8efe1c531_4
0-1
Would <c2,CAM_FRONT_LEFT,1127.5,545.0> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295988012404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295988004799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295988020482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295988037558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295988047405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295988028113.jpg
b789de07180846cc972118ee6d1fb027
39961df49391439fbca612a8efe1c531
b789de07180846cc972118ee6d1fb027_39961df49391439fbca612a8efe1c531_5
0-1
Would <c3,CAM_FRONT_RIGHT,1233.3,561.7> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295988012404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295988004799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295988020482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295988037558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295988047405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295988028113.jpg
b789de07180846cc972118ee6d1fb027
39961df49391439fbca612a8efe1c531
b789de07180846cc972118ee6d1fb027_39961df49391439fbca612a8efe1c531_6
0-1
Will <c1,CAM_BACK_RIGHT,1255.0,538.3> be in the moving direction of <c2,CAM_FRONT_LEFT,1127.5,545.0>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295988012404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295988004799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295988020482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295988037558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295988047405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295988028113.jpg
b789de07180846cc972118ee6d1fb027
39961df49391439fbca612a8efe1c531
b789de07180846cc972118ee6d1fb027_39961df49391439fbca612a8efe1c531_7
0-1
Will <c1,CAM_BACK_RIGHT,1255.0,538.3> change its motion state based on <c2,CAM_FRONT_LEFT,1127.5,545.0>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295988012404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295988004799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295988020482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295988037558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295988047405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295988028113.jpg
b789de07180846cc972118ee6d1fb027
39961df49391439fbca612a8efe1c531
b789de07180846cc972118ee6d1fb027_39961df49391439fbca612a8efe1c531_8
0-1
Will <c3,CAM_FRONT_RIGHT,1233.3,561.7> be in the moving direction of <c1,CAM_BACK_RIGHT,1255.0,538.3>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295988012404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295988004799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295988020482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295988037558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295988047405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295988028113.jpg
b789de07180846cc972118ee6d1fb027
39961df49391439fbca612a8efe1c531
b789de07180846cc972118ee6d1fb027_39961df49391439fbca612a8efe1c531_9
0-1
Will <c3,CAM_FRONT_RIGHT,1233.3,561.7> change its motion state based on <c1,CAM_BACK_RIGHT,1255.0,538.3>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295988012404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295988004799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295988020482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295988037558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295988047405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295988028113.jpg
b789de07180846cc972118ee6d1fb027
39961df49391439fbca612a8efe1c531
b789de07180846cc972118ee6d1fb027_39961df49391439fbca612a8efe1c531_10
1
What actions could the ego vehicle take based on <c1,CAM_BACK_RIGHT,1255.0,538.3>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295988012404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295988004799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295988020482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295988037558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295988047405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295988028113.jpg
b789de07180846cc972118ee6d1fb027
39961df49391439fbca612a8efe1c531
b789de07180846cc972118ee6d1fb027_39961df49391439fbca612a8efe1c531_11
1
What actions could the ego vehicle take based on <c2,CAM_FRONT_LEFT,1127.5,545.0>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295988012404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295988004799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295988020482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295988037558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295988047405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295988028113.jpg
b789de07180846cc972118ee6d1fb027
39961df49391439fbca612a8efe1c531
b789de07180846cc972118ee6d1fb027_39961df49391439fbca612a8efe1c531_12
1
What actions could the ego vehicle take based on <c3,CAM_FRONT_RIGHT,1233.3,561.7>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295988012404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295988004799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295988020482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295988037558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295988047405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295988028113.jpg
b789de07180846cc972118ee6d1fb027
39961df49391439fbca612a8efe1c531
b789de07180846cc972118ee6d1fb027_39961df49391439fbca612a8efe1c531_13
1
In this scenario, what are safe actions to take for the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295988012404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295988004799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295988020482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295988037558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295988047405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295988028113.jpg
b789de07180846cc972118ee6d1fb027
39961df49391439fbca612a8efe1c531
b789de07180846cc972118ee6d1fb027_39961df49391439fbca612a8efe1c531_14
1
In this scenario, what are dangerous actions to take for the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295988012404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295988004799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295988020482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295988037558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295988047405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295988028113.jpg
b789de07180846cc972118ee6d1fb027
39961df49391439fbca612a8efe1c531
b789de07180846cc972118ee6d1fb027_39961df49391439fbca612a8efe1c531_15
1
What actions taken by the ego vehicle can lead to a collision with <c1,CAM_BACK_RIGHT,1255.0,538.3>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295988012404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295988004799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295988020482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295988037558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295988047405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295988028113.jpg
b789de07180846cc972118ee6d1fb027
39961df49391439fbca612a8efe1c531
b789de07180846cc972118ee6d1fb027_39961df49391439fbca612a8efe1c531_16
1
What's your comment on this scene?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295988012404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295988004799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295988020482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295988037558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295988047405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295988028113.jpg
b789de07180846cc972118ee6d1fb027
39961df49391439fbca612a8efe1c531
b789de07180846cc972118ee6d1fb027_39961df49391439fbca612a8efe1c531_17
0-0
Predict the behavior of the ego vehicle. Please select the correct answer from the following options: A. The ego vehicle is steering to the left. The ego vehicle is driving slowly. B. The ego vehicle is going straight. The ego vehicle is driving very fast. C. The ego vehicle is steering to the right. The ego vehicle is driving with normal speed. D. The ego vehicle is going straight. The ego vehicle is driving slowly.
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295988012404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295988004799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295988020482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295988037558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295988047405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295988028113.jpg
b789de07180846cc972118ee6d1fb027
02c431d3d810472d9307d91e77fe495f
b789de07180846cc972118ee6d1fb027_02c431d3d810472d9307d91e77fe495f_0
2
What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision.
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296005612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296005604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296005620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296005637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296005647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296005628113.jpg
b789de07180846cc972118ee6d1fb027
02c431d3d810472d9307d91e77fe495f
b789de07180846cc972118ee6d1fb027_02c431d3d810472d9307d91e77fe495f_1
3
What object should the ego vehicle notice first when the ego vehicle is getting to the next possible location? What is the state of the object that is first noticed by the ego vehicle and what action should the ego vehicle take? What object should the ego vehicle notice second when the ego vehicle is getting to the next possible location? What is the state of the object perceived by the ego vehicle as second and what action should the ego vehicle take? What object should the ego vehicle notice third? What is the state of the object perceived by the ego vehicle as third and what action should the ego vehicle take?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296005612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296005604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296005620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296005637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296005647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296005628113.jpg
b789de07180846cc972118ee6d1fb027
02c431d3d810472d9307d91e77fe495f
b789de07180846cc972118ee6d1fb027_02c431d3d810472d9307d91e77fe495f_2
0-1
Would <c1,CAM_FRONT_RIGHT,694.5,556.0> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296005612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296005604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296005620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296005637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296005647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296005628113.jpg
b789de07180846cc972118ee6d1fb027
02c431d3d810472d9307d91e77fe495f
b789de07180846cc972118ee6d1fb027_02c431d3d810472d9307d91e77fe495f_3
0-1
Would <c2,CAM_FRONT_LEFT,839.2,454.2> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296005612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296005604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296005620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296005637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296005647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296005628113.jpg
b789de07180846cc972118ee6d1fb027
02c431d3d810472d9307d91e77fe495f
b789de07180846cc972118ee6d1fb027_02c431d3d810472d9307d91e77fe495f_4
0-1
Would <c3,CAM_FRONT,1591.1,441.8> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296005612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296005604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296005620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296005637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296005647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296005628113.jpg
b789de07180846cc972118ee6d1fb027
02c431d3d810472d9307d91e77fe495f
b789de07180846cc972118ee6d1fb027_02c431d3d810472d9307d91e77fe495f_5
0-1
Will <c3,CAM_FRONT,1591.1,441.8> be in the moving direction of <c2,CAM_FRONT_LEFT,839.2,454.2>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296005612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296005604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296005620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296005637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296005647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296005628113.jpg
b789de07180846cc972118ee6d1fb027
02c431d3d810472d9307d91e77fe495f
b789de07180846cc972118ee6d1fb027_02c431d3d810472d9307d91e77fe495f_6
0-1
Would <c2,CAM_FRONT_LEFT,839.2,454.2> take <c3,CAM_FRONT,1591.1,441.8> into account?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296005612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296005604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296005620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296005637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296005647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296005628113.jpg
b789de07180846cc972118ee6d1fb027
02c431d3d810472d9307d91e77fe495f
b789de07180846cc972118ee6d1fb027_02c431d3d810472d9307d91e77fe495f_7
0-1
Will <c3,CAM_FRONT,1591.1,441.8> be in the moving direction of <c2,CAM_FRONT_LEFT,839.2,454.2>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296005612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296005604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296005620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296005637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296005647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296005628113.jpg
b789de07180846cc972118ee6d1fb027
02c431d3d810472d9307d91e77fe495f
b789de07180846cc972118ee6d1fb027_02c431d3d810472d9307d91e77fe495f_8
0-1
Would <c2,CAM_FRONT_LEFT,839.2,454.2> take <c3,CAM_FRONT,1591.1,441.8> into account?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296005612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296005604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296005620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296005637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296005647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296005628113.jpg
b789de07180846cc972118ee6d1fb027
02c431d3d810472d9307d91e77fe495f
b789de07180846cc972118ee6d1fb027_02c431d3d810472d9307d91e77fe495f_9
1
What actions could the ego vehicle take based on <c1,CAM_FRONT_RIGHT,694.5,556.0>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296005612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296005604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296005620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296005637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296005647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296005628113.jpg
b789de07180846cc972118ee6d1fb027
02c431d3d810472d9307d91e77fe495f
b789de07180846cc972118ee6d1fb027_02c431d3d810472d9307d91e77fe495f_10
1
What actions could the ego vehicle take based on <c2,CAM_FRONT_LEFT,839.2,454.2>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296005612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296005604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296005620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296005637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296005647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296005628113.jpg
b789de07180846cc972118ee6d1fb027
02c431d3d810472d9307d91e77fe495f
b789de07180846cc972118ee6d1fb027_02c431d3d810472d9307d91e77fe495f_11
1
Based on <c3,CAM_FRONT,1591.1,441.8> in this scene, what is the most possible action of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296005612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296005604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296005620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296005637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296005647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296005628113.jpg
b789de07180846cc972118ee6d1fb027
02c431d3d810472d9307d91e77fe495f
b789de07180846cc972118ee6d1fb027_02c431d3d810472d9307d91e77fe495f_12
1
In this scenario, what are safe actions to take for the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296005612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296005604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296005620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296005637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296005647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296005628113.jpg
b789de07180846cc972118ee6d1fb027
02c431d3d810472d9307d91e77fe495f
b789de07180846cc972118ee6d1fb027_02c431d3d810472d9307d91e77fe495f_13
1
In this scenario, what are dangerous actions to take for the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296005612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296005604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296005620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296005637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296005647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296005628113.jpg
b789de07180846cc972118ee6d1fb027
02c431d3d810472d9307d91e77fe495f
b789de07180846cc972118ee6d1fb027_02c431d3d810472d9307d91e77fe495f_14
1
What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT_RIGHT,694.5,556.0>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296005612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296005604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296005620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296005637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296005647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296005628113.jpg
b789de07180846cc972118ee6d1fb027
02c431d3d810472d9307d91e77fe495f
b789de07180846cc972118ee6d1fb027_02c431d3d810472d9307d91e77fe495f_15
1
What's your comment on this scene?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296005612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296005604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296005620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296005637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296005647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296005628113.jpg
b789de07180846cc972118ee6d1fb027
02c431d3d810472d9307d91e77fe495f
b789de07180846cc972118ee6d1fb027_02c431d3d810472d9307d91e77fe495f_16
0-0
Predict the behavior of the ego vehicle. Please select the correct answer from the following options: A. The ego vehicle is going straight. The ego vehicle is driving with normal speed. B. The ego vehicle is steering to the left. The ego vehicle is driving with normal speed. C. The ego vehicle is steering to the left. The ego vehicle is driving fast. D. The ego vehicle is slightly steering to the right. The ego vehicle is driving slowly.
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296005612404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296005604799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296005620482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296005637558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296005647405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296005628113.jpg
b789de07180846cc972118ee6d1fb027
c4b8c55ceed44c7e95c36e61b8a99ffe
b789de07180846cc972118ee6d1fb027_c4b8c55ceed44c7e95c36e61b8a99ffe_0
2
What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision.
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295999112404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295999104799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295999120482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295999137558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295999147405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295999128113.jpg
b789de07180846cc972118ee6d1fb027
c4b8c55ceed44c7e95c36e61b8a99ffe
b789de07180846cc972118ee6d1fb027_c4b8c55ceed44c7e95c36e61b8a99ffe_1
3
What object should the ego vehicle notice first when the ego vehicle is getting to the next possible location? What is the state of the object that is first noticed by the ego vehicle and what action should the ego vehicle take? What object should the ego vehicle notice second when the ego vehicle is getting to the next possible location? What is the state of the object perceived by the ego vehicle as second and what action should the ego vehicle take? What object should the ego vehicle notice third? What is the state of the object perceived by the ego vehicle as third and what action should the ego vehicle take?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295999112404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295999104799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295999120482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295999137558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295999147405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295999128113.jpg
b789de07180846cc972118ee6d1fb027
c4b8c55ceed44c7e95c36e61b8a99ffe
b789de07180846cc972118ee6d1fb027_c4b8c55ceed44c7e95c36e61b8a99ffe_2
0-1
Would <c1,CAM_FRONT_LEFT,672.5,445.0> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295999112404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295999104799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295999120482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295999137558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295999147405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295999128113.jpg
b789de07180846cc972118ee6d1fb027
c4b8c55ceed44c7e95c36e61b8a99ffe
b789de07180846cc972118ee6d1fb027_c4b8c55ceed44c7e95c36e61b8a99ffe_3
0-1
Would <c2,CAM_BACK,192.5,521.7> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295999112404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295999104799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295999120482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295999137558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295999147405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295999128113.jpg
b789de07180846cc972118ee6d1fb027
c4b8c55ceed44c7e95c36e61b8a99ffe
b789de07180846cc972118ee6d1fb027_c4b8c55ceed44c7e95c36e61b8a99ffe_4
0-1
Would <c3,CAM_FRONT_LEFT,525.0,480.0> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295999112404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295999104799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295999120482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295999137558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295999147405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295999128113.jpg
b789de07180846cc972118ee6d1fb027
c4b8c55ceed44c7e95c36e61b8a99ffe
b789de07180846cc972118ee6d1fb027_c4b8c55ceed44c7e95c36e61b8a99ffe_5
0-1
Will <c1,CAM_FRONT_LEFT,672.5,445.0> be in the moving direction of <c3,CAM_FRONT_LEFT,525.0,480.0>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295999112404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295999104799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295999120482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295999137558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295999147405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295999128113.jpg
b789de07180846cc972118ee6d1fb027
c4b8c55ceed44c7e95c36e61b8a99ffe
b789de07180846cc972118ee6d1fb027_c4b8c55ceed44c7e95c36e61b8a99ffe_6
0-1
Will <c1,CAM_FRONT_LEFT,672.5,445.0> change its motion state based on <c3,CAM_FRONT_LEFT,525.0,480.0>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537295999112404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537295999104799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537295999120482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537295999137558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537295999147405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537295999128113.jpg
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