datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
occluded-vegetables-in-packed-fridge-rt-detr-detection-next-pack-e522b0f8-7563b26f
Occluded Vegetable Detection in Packed Fridge
Training dataset of packed refrigerator scenes with partially occluded vegetables, rendered to fine-tune an RT-DETR object detection model for improved detection under heavy occlusion.
This dataset mirrors public data-pack render outputs from Physicl.
Each row represents one render view. The image column contains a stable URL to the primary render image uploaded under /data; image_path stores the relative repository path and… See the full description on the dataset page: https://huggingface.co/datasets/physicl-test/occluded-vegetables-in-packed-fridge-rt-detr-detection-next-pack-e522b0f8-7563b26f.periphery-aviser-e5justicio-BOE-A-1978-31229-constitucion-by-articles-qa-multilingual-e5-large-groq_llama3_70b-sas
Dataset summary
It is an end-to-end evaluation dataset (using SAS metric) for Justicio.
Domain: Legal, Law, Spanish Constitution
Language: Spanish
SAS summary
The concept of Semantic Answer Similarity refers to the evaluation of the semantic similarity between the generated answer and the ground truth. The score ranges from 0 to 1. A higher score indicates a better match between the generated answer and the ground truth.
Justicio summary
Justicio is a… See the full description on the dataset page: https://huggingface.co/datasets/dariolopez/justicio-BOE-A-1978-31229-constitucion-by-articles-qa-multilingual-e5-large-groq_llama3_70b-sas.screwdriver_attach_panel_rs_080125_4_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 976,
"total_tasks": 1,
"total_videos": 15,
"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/jackvial/screwdriver_attach_panel_rs_080125_4_e5.robustness_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch",
"total_episodes": 21,
"total_frames": 8703,
"total_tasks":1,
"total_videos": 42,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:21"
},
"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/nduque/robustness_e5.screwdriver_attach_panel_rs_080125_17_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 978,
"total_tasks": 1,
"total_videos": 15,
"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/jackvial/screwdriver_attach_panel_rs_080125_17_e5.screwdriver_panel_ls_080225_1_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 1220,
"total_tasks": 1,
"total_videos": 15,
"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/jackvial/screwdriver_panel_ls_080225_1_e5.screwdriver_panel_ls_080225_5_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 1220,
"total_tasks": 1,
"total_videos": 15,
"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/jackvial/screwdriver_panel_ls_080225_5_e5.africa-sao-tome-and-principe-cross-gender-ties-e5682459
Cross Gender Ties | Africa (Sao Tome and Principe official open data)
110 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Sao Tome and Principe as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Cross Gender Ties
Publisher: AI for Good… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sao-tome-and-principe-cross-gender-ties-e5682459.screwdriver_panel_center_080225_14_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 1220,
"total_tasks": 1,
"total_videos": 15,
"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/jackvial/screwdriver_panel_center_080225_14_e5.koch_screwdriver_attach_orange_panel_ls_8_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 978,
"total_tasks": 1,
"total_videos": 15,
"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/jackvial/koch_screwdriver_attach_orange_panel_ls_8_e5.screwdriver_attach_panel_rs_080125_35_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 979,
"total_tasks": 1,
"total_videos": 15,
"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/jackvial/screwdriver_attach_panel_rs_080125_35_e5.vietnamese-evidence-corpus-chunked-e5-v3
Vietnamese Evidence Corpus - Chunked
Chunked evidence corpus prepared for multilingual information retrieval,
retrieval-augmented generation, and fact-checking experiments.
Statistics
Chunked with multilingual-E5 token budget
Prefix-aware chunking using `passage: {title}
`
Sentence-aware overlap to preserve local context
Main fields
chunk_id, doc_id, chunk_index
token_start, token_end, token_count
title, text, summary
source, source_type… See the full description on the dataset page: https://huggingface.co/datasets/Loctran123/vietnamese-evidence-corpus-chunked-e5-v3.africa-madagascar-cross-gender-ties-e5682459
Cross Gender Ties | Africa (Madagascar official open data)
110 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Cross Gender Ties
Publisher: AI for Good at Meta
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-cross-gender-ties-e5682459.africa-drc-flood-hazard-data-for-disaster-risk-assessment-selected-co-e537b751
Flood: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (DRC official open data)
157 rows - 1 Africa country - 2000-2018 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Flood: Hazard Data for… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-flood-hazard-data-for-disaster-risk-assessment-selected-co-e537b751.screwdriver_attach_panel_rs_080125_25_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 977,
"total_tasks": 1,
"total_videos": 15,
"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/jackvial/screwdriver_attach_panel_rs_080125_25_e5.screwdriver_attach_panel_rs_080125_32_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 978,
"total_tasks": 1,
"total_videos": 15,
"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/jackvial/screwdriver_attach_panel_rs_080125_32_e5.eval_Clariclear_20K_e50This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "franka",
"total_episodes": 29,
"total_frames": 13495,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:29"
},
"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/KyraLeeChunWei/eval_Clariclear_20K_e50.pack-32q-of-my-project-eq7o59-e5aee3c7
RT-DETR Living Room Transparent Object Detection Eval
Evaluation dataset qualifying RT-DETR's ability to detect scattered objects across a living room scene, with emphasis on transparent objects. 5 renders at 640x640 staged in a home living room under morning light, with albedo, metric depth, attenuation and material-index passes plus per-frame bounding-box annotations.
This dataset mirrors public data-pack render outputs from Physicl.
Each row represents one render view. The… See the full description on the dataset page: https://huggingface.co/datasets/physicl-test/pack-32q-of-my-project-eq7o59-e5aee3c7.koch_screwdriver_attach_orange_panel_ls_3_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 977,
"total_tasks": 1,
"total_videos": 15,
"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/jackvial/koch_screwdriver_attach_orange_panel_ls_3_e5.africa-namibia-fao-eve-global-flood-monitoring-system-e52a4c01
FAO EVE Global Flood Monitoring System | Africa (Namibia official open data)
26,392 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Namibia as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: FAO EVE Global Flood Monitoring System… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-namibia-fao-eve-global-flood-monitoring-system-e52a4c01.screwdriver_attach_panel_rs_080125_12_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 977,
"total_tasks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"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/jackvial/screwdriver_attach_panel_rs_080125_12_e5.africa-equatorial-guinea-cross-gender-ties-e5682459
Cross Gender Ties | Africa (Equatorial Guinea official open data)
110 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Equatorial Guinea as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Cross Gender Ties
Publisher: AI for Good at Meta… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-equatorial-guinea-cross-gender-ties-e5682459.true-towel-e5a57b
true-towel-e5a57b
Synthetic sensors test data: 33 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at 1.… See the full description on the dataset page: https://huggingface.co/datasets/Cobalt-Charles/true-towel-e5a57b.koch_screwdriver_attach_orange_panel_17_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 816,
"total_tasks": 1,
"total_videos": 15,
"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/jackvial/koch_screwdriver_attach_orange_panel_17_e5.koch_screwdriver_attach_orange_panel_33_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 978,
"total_tasks": 1,
"total_videos": 15,
"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/jackvial/koch_screwdriver_attach_orange_panel_33_e5.africa-drc-fao-eve-global-flood-monitoring-system-e52a4c01
FAO EVE Global Flood Monitoring System | Africa (DRC official open data)
26,392 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: FAO EVE Global Flood Monitoring System
Publisher:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-fao-eve-global-flood-monitoring-system-e52a4c01.africa-sao-tome-and-principe-sao-tome-and-principe-health-e5a5c00a
Sao Tome and Principe - Health | Africa (Sao Tome and Principe official open data)
8,536 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Sao Tome and Principe as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Sao Tome and Principe -… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sao-tome-and-principe-sao-tome-and-principe-health-e5a5c00a.screwdriver_attach_panel_rs_080125_19_e5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch_screwdriver_follower",
"total_episodes": 5,
"total_frames": 979,
"total_tasks": 1,
"total_videos": 15,
"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/jackvial/screwdriver_attach_panel_rs_080125_19_e5.africa-algeria-cross-gender-ties-e5682459
Cross Gender Ties | Africa (Algeria official open data)
110 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Algeria as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Cross Gender Ties
Publisher: AI for Good at Meta
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-algeria-cross-gender-ties-e5682459.