Spaces:
Runtime error
Runtime error
Martin Tomov
commited on
gsl_result app.py
Browse files
app.py
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
try:
|
| 2 |
import detectron2
|
| 3 |
except:
|
| 4 |
-
import os
|
| 5 |
os.system('pip install git+https://github.com/facebookresearch/detectron2.git')
|
| 6 |
|
| 7 |
import gradio as gr
|
|
@@ -10,12 +10,15 @@ import numpy as np
|
|
| 10 |
from sam_utils import grounded_segmentation, create_yellow_background_with_insects
|
| 11 |
from yolo_utils import yolo_processimage
|
| 12 |
from detectron_utils import detectron_process_image
|
|
|
|
|
|
|
| 13 |
def process_image(image, include_json):
|
| 14 |
-
detectron_result=detectron_process_image(image)
|
| 15 |
yolo_result = yolo_processimage(image)
|
| 16 |
insectsam_result = create_yellow_background_with_insects(image)
|
|
|
|
| 17 |
|
| 18 |
-
return insectsam_result, yolo_result, detectron_result
|
| 19 |
|
| 20 |
examples = [
|
| 21 |
["demo.jpg"],
|
|
@@ -29,9 +32,12 @@ examples = [
|
|
| 29 |
gr.Interface(
|
| 30 |
fn=process_image,
|
| 31 |
inputs=[gr.Image(type="pil")],
|
| 32 |
-
outputs=[
|
| 33 |
-
|
| 34 |
-
|
|
|
|
|
|
|
|
|
|
| 35 |
title="Insect Model Zoo ππ¬",
|
| 36 |
examples=examples
|
| 37 |
).launch()
|
|
|
|
| 1 |
try:
|
| 2 |
import detectron2
|
| 3 |
except:
|
| 4 |
+
import os
|
| 5 |
os.system('pip install git+https://github.com/facebookresearch/detectron2.git')
|
| 6 |
|
| 7 |
import gradio as gr
|
|
|
|
| 10 |
from sam_utils import grounded_segmentation, create_yellow_background_with_insects
|
| 11 |
from yolo_utils import yolo_processimage
|
| 12 |
from detectron_utils import detectron_process_image
|
| 13 |
+
from gsl_utils import gsl_process_image
|
| 14 |
+
|
| 15 |
def process_image(image, include_json):
|
| 16 |
+
detectron_result = detectron_process_image(image)
|
| 17 |
yolo_result = yolo_processimage(image)
|
| 18 |
insectsam_result = create_yellow_background_with_insects(image)
|
| 19 |
+
gsl_result = gsl_process_image(image)
|
| 20 |
|
| 21 |
+
return insectsam_result, yolo_result, detectron_result, gsl_result
|
| 22 |
|
| 23 |
examples = [
|
| 24 |
["demo.jpg"],
|
|
|
|
| 32 |
gr.Interface(
|
| 33 |
fn=process_image,
|
| 34 |
inputs=[gr.Image(type="pil")],
|
| 35 |
+
outputs=[
|
| 36 |
+
gr.Image(label='InsectSAM', type="numpy"),
|
| 37 |
+
gr.Image(label='Yolov8', type="numpy"),
|
| 38 |
+
gr.Image(label='Detectron', type="numpy"),
|
| 39 |
+
gr.Image(label='GSL', type="numpy")
|
| 40 |
+
],
|
| 41 |
title="Insect Model Zoo ππ¬",
|
| 42 |
examples=examples
|
| 43 |
).launch()
|