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export interface VideoInfo {
height: number;
width: number;
channels: number;
codec: string;
pix_fmt: string;
is_depth_map: boolean;
has_audio: boolean;
}
/**
* Metadata parameters interface
*/
interface MetadataParams {
total_episodes: number;
total_frames: number;
total_tasks: number;
chunks_size: number;
fps: number;
splits: { [key: string]: string };
features: { [key: string]: any };
videos_info: VideoInfo[];
data_files_size_in_mb: number;
video_files_size_in_mb: number;
}
/**
* Generates and returns a metadata information dictionary
* Needs some named parameters passed as parameters
*/
function getMetadataInfo(params: MetadataParams) {
return {
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": params.total_episodes,
"total_frames": params.total_frames,
"total_tasks": params.total_tasks,
"total_videos": params.videos_info.length,
"total_chunks": 1,
"chunks_size": params.chunks_size,
"fps": params.fps,
"splits": {
"train": `0:${params.total_episodes}`
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
"features": {
"action": {
"dtype": "float32",
"shape": [
6
],
"names": [
"main_shoulder_pan",
"main_shoulder_lift",
"main_elbow_flex",
"main_wrist_flex",
"main_wrist_roll",
"main_gripper"
],
"fps": params.fps
},
"observation.state": {
"dtype": "float32",
"shape": [
6
],
"names": [
"main_shoulder_pan",
"main_shoulder_lift",
"main_elbow_flex",
"main_wrist_flex",
"main_wrist_roll",
"main_gripper"
],
"fps": params.fps
},
"observation.images.front": {
"dtype": "video",
"shape": [
480,
640,
3
],
"names": [
"height",
"width",
"channels"
],
"info": {
"video.fps": params.fps,
"video.height": 480,
"video.width": 640,
"video.channels": 3,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"has_audio": false
}
},
"timestamp": {
"dtype": "float32",
"shape": [
1
],
"names": null,
"fps": params.fps
},
"frame_index": {
"dtype": "int64",
"shape": [
1
],
"names": null,
"fps": params.fps
},
"episode_index": {
"dtype": "int64",
"shape": [
1
],
"names": null,
"fps": params.fps
},
"index": {
"dtype": "int64",
"shape": [
1
],
"names": null,
"fps": params.fps
},
"task_index": {
"dtype": "int64",
"shape": [
1
],
"names": null,
"fps": params.fps
}
},
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500
}
}
export function getVideoInfo(width: number, height: number): VideoInfo {
return {
height,
width,
channels: 3,
codec: "h264",
pix_fmt: "yuv420p",
is_depth_map: false,
has_audio: false
};
}
export default getMetadataInfo;
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