datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
block_pickup_14This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 50,
"total_frames": 45935,
"total_tasks": 1,
"total_videos": 50,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 60,
"splits": {
"train": "0:50"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/HelloCephalopod/block_pickup_14.sportsmot
SportsMOT
SportsMOT is a large-scale dataset for single-camera multi-object tracking (MOT) in sports videos. It focuses on tracking players in professional sports scenes, where targets exhibit fast and variable-speed motion, frequent occlusion, motion blur, camera motion, and similar team uniforms.
This Hugging Face repository provides SportsMOT in a MOTChallenge-style structure for research, benchmarking, training, and evaluation of multi-object tracking systems in sports… See the full description on the dataset page: https://huggingface.co/datasets/Hellfire98/sportsmot.block_pickup_17This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100_follower",
"total_episodes": 20,
"total_frames": 8991,
"total_tasks": 1,
"total_videos": 20,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:20"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/HelloCephalopod/block_pickup_17.hello26_mergedThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"left_shoulder_pan.pos",
"left_shoulder_lift.pos",
"left_elbow_flex.pos",
"left_wrist_flex.pos",
"left_wrist_roll.pos",
"left_gripper.pos"… See the full description on the dataset page: https://huggingface.co/datasets/zeta0707/hello26_merged.libero_90_no_noops_lerobot_v3.0
libero_90_no_noops_lerobot
Dataset Description
This dataset is the LIBERO-90 subset of the LIBERO benchmark, converted to LeRobot v3.0 format.
A large-scale set of 73 diverse manipulation tasks intended for pre-training. Covers a broad range of manipulation skills including pick-and-place, drawer/cabinet interaction, stacking, and tool use.
Note: This dataset has been filtered to remove no-op frames (idle frames where the robot does not execute meaningful actions). This… See the full description on the dataset page: https://huggingface.co/datasets/hello3x3/libero_90_no_noops_lerobot_v3.0.hello-hands-multitask-cubesThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/harrison-powe/hello-hands-multitask-cubes.so100_hellolerobotThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 3,
"total_frames": 1793,
"total_tasks": 1,
"total_videos": 6,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:3"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/dulics/so100_hellolerobot.libero_10_no_noops_1.0.0_lerobot_v3.0
libero_10_no_noops_1.0.0_lerobot
Dataset Description
This dataset is the LIBERO-Long subset of the LIBERO benchmark, converted to LeRobot v3.0 format.
10 long-horizon multi-step manipulation tasks. Each task requires executing a sequence of subtasks in order, testing the agent's ability to plan and compose multiple skills.
Note: This dataset has been filtered to remove no-op frames (idle frames where the robot does not execute meaningful actions). This results in more… See the full description on the dataset page: https://huggingface.co/datasets/hello3x3/libero_10_no_noops_1.0.0_lerobot_v3.0.libero_object_no_noops_1.0.0_lerobot_v3.0
libero_object_no_noops_1.0.0_lerobot
Dataset Description
This dataset is the LIBERO-Object subset of the LIBERO benchmark, converted to LeRobot v3.0 format.
10 object generalization tasks. All tasks share the same spatial layout but involve different objects, testing the agent's ability to generalize to novel object instances.
Note: This dataset has been filtered to remove no-op frames (idle frames where the robot does not execute meaningful actions). This results in… See the full description on the dataset page: https://huggingface.co/datasets/hello3x3/libero_object_no_noops_1.0.0_lerobot_v3.0.so100_bi_helloThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "so100",
"total_episodes": 20,
"total_frames": 5836,
"total_tasks": 1,
"total_videos": 60,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:20"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/liyitenga/so100_bi_hello.so100_test3This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "so100",
"total_episodes": 30,
"total_frames": 10830,
"total_tasks": 1,
"total_videos": 60,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:30"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hellkrusher/so100_test3.so100_helloworldThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 3,
"total_frames": 1792,
"total_tasks": 1,
"total_videos": 6,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:3"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/dulics/so100_helloworld.pick_hellokitty_v2.1so100_test1libero_spatial_no_noops_1.0.0_lerobot_v3.0
libero_spatial_no_noops_1.0.0_lerobot
Dataset Description
This dataset is the LIBERO-Spatial subset of the LIBERO benchmark, converted to LeRobot v3.0 format.
10 spatial generalization tasks. All tasks share the same objects but differ in their spatial layout/configuration, testing the agent's ability to generalize to new object placements.
Note: This dataset has been filtered to remove no-op frames (idle frames where the robot does not execute meaningful actions). This… See the full description on the dataset page: https://huggingface.co/datasets/hello3x3/libero_spatial_no_noops_1.0.0_lerobot_v3.0.dataset_v1
dataset_v1
This dataset was generated using phosphobot.
This dataset contains a series of episodes recorded with a robot and multiple cameras. It can be directly used to train a policy using imitation learning. It's compatible with LeRobot.
To get started in robotics, get your own phospho starter pack..
libero_goal_no_noops_1.0.0_lerobot_v3.0
libero_goal_no_noops_1.0.0_lerobot
Dataset Description
This dataset is the LIBERO-Goal subset of the LIBERO benchmark, converted to LeRobot v3.0 format.
10 goal-conditioned generalization tasks. Tasks share the same scene but have different goals/objectives, testing the agent's ability to follow diverse instructions in a shared environment.
Note: This dataset has been filtered to remove no-op frames (idle frames where the robot does not execute meaningful actions). This… See the full description on the dataset page: https://huggingface.co/datasets/hello3x3/libero_goal_no_noops_1.0.0_lerobot_v3.0.libero_plus_lerobot_v3.0This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "panda",
"total_episodes": 14347,
"total_frames": 2238036,
"total_tasks": 40,
"chunks_size": 1000,
"fps": 20,
"splits": {
"train": "0:14347"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4"… See the full description on the dataset page: https://huggingface.co/datasets/hello3x3/libero_plus_lerobot_v3.0.so101_pick_place_2cam_v4This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so_follower",
"total_episodes": 52,
"total_frames": 14201,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:52"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/helloworld26/so101_pick_place_2cam_v4.eval_cap_pen_two_handThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "bi_so_follower",
"total_episodes": 1,
"total_frames": 3972,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 20,
"splits": {
"train": "0:1"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hellozjt/eval_cap_pen_two_hand.face-anti-spoofing-dataset
Face Antispoofing dataset for liveness detection
Anti-Spoofing dataset: live, replay, cut, print, 3D masks - large-scale face anti spoofing
This dataset delivers a single, end-to-end resource for training and benchmarking facial liveness-detection systems. By aggregating live sessions and eleven realistic presentation-attack classes into one collection, it accelerates development toward iBeta Level 1/2 compliance and strengthens model robustness against the full spectrum of… See the full description on the dataset page: https://huggingface.co/datasets/helloleandronascimento/face-anti-spoofing-dataset.eval_so100_test5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 5,
"total_frames": 1683,
"total_tasks": 1,
"total_videos": 10,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hellkrusher/eval_so100_test5.eval_so100_test3This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 2,
"total_frames": 668,
"total_tasks": 1,
"total_videos": 4,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:2"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hellkrusher/eval_so100_test3.x1_testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "x1",
"total_episodes": 2,
"total_frames": 1135,
"total_tasks": 1,
"total_videos": 4,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:2"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Hello-XSJ/x1_test.hello_test23This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "lekiwi_client",
"total_episodes": 2,
"total_frames": 1084,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:2"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/liyitenga/hello_test23.moss_hello2This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "moss",
"total_episodes": 2,
"total_frames": 1157,
"total_tasks": 1,
"total_videos": 4,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:2"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/ncavallo/moss_hello2.so100_testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "so100",
"total_episodes": 2,
"total_frames": 678,
"total_tasks": 1,
"total_videos": 4,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:2"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hellershi123/so100_test.aPerezMidtermDataset1
aPerezMidtermDataset1
This dataset was generated using phosphobot.
This dataset contains a series of episodes recorded with a robot and multiple cameras. It can be directly used to train a policy using imitation learning. It's compatible with LeRobot.
To get started in robotics, get your own phospho starter pack..
hello-hands-cube-pick-place_20260804_190811This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/harrison-powe/hello-hands-cube-pick-place_20260804_190811.so101_pick_place_arm_cameraThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so_follower",
"total_episodes": 50,
"total_frames": 27393,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:50"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/helloworld26/so101_pick_place_arm_camera.
