datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Agilex_Cobot_Magic_pour_rice
Agilex_Cobot_Magic_pour_rice
📋 Overview
This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
Robot Type: Agilex_Cobot_Magic
| Codebase Version: v2.1
End-Effector Type: two_finger_gripper
🏠 Scene Types
This dataset covers the following scene types:
home
kitchen
🤖 Atomic Actions
This dataset includes the following atomic actions:
place
pick
grasp
pour
📊 Dataset Statistics… See the full description on the dataset page: https://huggingface.co/datasets/RoboCOIN/Agilex_Cobot_Magic_pour_rice.RMC-AIDA-L_pour_rice
RMC-AIDA-L_pour_rice
📋 Overview
This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
Robot Type: realman_rmc_aidal
| Codebase Version: v2.1
End-Effector Type: two_finger_gripper
🏠 Scene Types
This dataset covers the following scene types:
kitchen
restaurant
🤖 Atomic Actions
This dataset includes the following atomic actions:
grasp
pick
place
pour
📊 Dataset Statistics… See the full description on the dataset page: https://huggingface.co/datasets/RoboCOIN/RMC-AIDA-L_pour_rice.rice-cooker_step_0This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "arx5",
"total_episodes": 100,
"total_frames": 37863,
"total_tasks": 1,
"total_videos": 200,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 50,
"splits": {
"train": "0:100"
},
"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/villekuosmanen/rice-cooker_step_0.rice-cooker_step_3This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "arx5",
"total_episodes": 100,
"total_frames": 53492,
"total_tasks": 1,
"total_videos": 200,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 50,
"splits": {
"train": "0:100"
},
"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/villekuosmanen/rice-cooker_step_3.rice-cooker_step_1_truncated_xThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "arx5",
"total_episodes": 98,
"total_frames": 27410,
"total_tasks": 1,
"total_videos": 196,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 50,
"splits": {
"train": "0:98"
},
"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/villekuosmanen/rice-cooker_step_1_truncated_x.mtedf-rice-vep
MTEDF Rice Variant-Effect Prediction
This public dataset contains the rice (Oryza sativa ssp. japonica)
MSU7/IRGSP-1.0 reference genome, population SNVs with exact per-site allele
numbers, conservation tracks, and genome-wide nucleotide log-likelihood ratios
(LLRs) from multiple DNA language models. It also includes the Top4 Q25
ensemble and the analysis-ready merged variant table used by the accompanying
rice variant-effect prediction benchmark.
The selected rice COD PlantCAD… See the full description on the dataset page: https://huggingface.co/datasets/xxl0001/mtedf-rice-vep.rice-cooker_step_2This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "arx5",
"total_episodes": 100,
"total_frames": 40642,
"total_tasks": 1,
"total_videos": 200,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 50,
"splits": {
"train": "0:100"
},
"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/villekuosmanen/rice-cooker_step_2.SO101_Ebifry_Avoid_Rice_v2_20260715_235114This 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/Kouch/SO101_Ebifry_Avoid_Rice_v2_20260715_235114.so101_scoop_riceThis 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/o-sho/so101_scoop_rice.SO101_Ebifry_Avoid_Rice_20260715_172526This 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/Kouch/SO101_Ebifry_Avoid_Rice_20260715_172526.open_the_ricecooker_abs_pose_depthThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "Stretch",
"total_episodes": 5,
"total_frames": 1581,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 15,
"splits": {
"train": "0:5"
},
"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/AnranZZ/open_the_ricecooker_abs_pose_depth.longely_rice_modelh_pour_rice2This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 103,
"total_frames": 49189,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:103"
},
"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/bogdan2435/h_pour_rice2.asia-owid-rice-production
Rice Production | Asia (Our World in Data)
🌏 1,884 observations · 34 Asia countries · 1961–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,884 observations of Rice Production data across 34 Asia countries, spanning 1961–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Rice Production
Geographic coverage
34 Asia countries · top rows shown below, sorted… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-rice-production.asia-owid-rice-production-by-region
Rice Production By Region | Asia (Our World in Data)
🌏 1,884 observations · 34 Asia countries · 1961–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,884 observations of Rice Production By Region data across 34 Asia countries, spanning 1961–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Rice Production By Region
Geographic coverage
34 Asia countries… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-rice-production-by-region.africa-emissions-from-crops-rice-cultivation-emissions-ch4
Emissions from Crops — Rice cultivation (Emissions CH4) | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: agriculture_food - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-emissions-from-crops-rice-cultivation-emissions-ch4.Wofost-Synthetic-Rice-Simulation-LK
Sri Lanka Paddy Rice WOFOST Simulation Dataset
Dataset Description
This is a large-scale synthetic dataset of daily rice growth simulations for Sri Lanka, generated using the WOFOST 7.2 water-limited production model (Wofost72_WLP_FD). It includes realistic management practices, spatial coverage across major rice-growing districts, and historical climate variability.
Total rows: 578,394 daily records
Simulations: 3250 (5 replicates per scenario)
Average days per… See the full description on the dataset page: https://huggingface.co/datasets/SanuthK/Wofost-Synthetic-Rice-Simulation-LK.asia-owid-rice-yields
Rice Yields | Asia (Our World in Data)
🌏 1,861 observations · 33 Asia countries · 1961–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,861 observations of Rice Yields data across 33 Asia countries, spanning 1961–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Rice Yields
Geographic coverage
33 Asia countries · top rows shown below, sorted by row… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-rice-yields.africa-owid-rice-yields
Rice Yields | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-rice-yields.asia-dataverse-rice-pre-a-concept-for-crop-health-syndrome-model
RICE-PRE - a concept for crop health syndrome model
Source: Harvard Dataverse — doi:10.7910/DVN/VZP5CG
Publisher: IRRI Dataverse
Authors: Sparks, Adam
Files in dataset: 5
RICE-PRE, a concept for crop health syndrome model Adam Sparks and Serge Savary Background Plant disease management recommendations are a central premise of botanic epidemiology. Because many rice growers and their extension support systems are increasingly unable to accurately diagnose crop health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-dataverse-rice-pre-a-concept-for-crop-health-syndrome-model.africa-owid-rice-production-by-region
Rice Production By Region | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-rice-production-by-region.africa-arising-rice-pre-a-concept-for-crop-health-syndrome-model
RICE-PRE - a concept for crop health syndrome model | Africa (Harvard Dataverse / AfricaRISING) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: agriculture_food - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-arising-rice-pre-a-concept-for-crop-health-syndrome-model.danbooru-tags-10kamis-agri-rice
AMIS Rice Commodity Relevance Dataset
This dataset contains chunk-level text examples for training and evaluating a
binary rice relevance classifier for agricultural commodity news. The examples
come from AMIS news articles that were split into text chunks and labelled for
rice relevance.
The thematic scope covers: production, trade, utilisation, and stocks.
Labels
0: not primarily Rice-relevant across production, trade, utilisation, and stocks
1: Rice-relevant… See the full description on the dataset page: https://huggingface.co/datasets/faodl/amis-agri-rice.africa-owid-rice-production
Rice Production | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-rice-production.europe-owid-rice-yields
Rice Yields | Europe (Our World in Data)
🇪🇺 644 observations · 12 Europe countries · 1961–2024 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 644 observations of Rice Yields data across 12 Europe countries, spanning 1961–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Rice Yields
Geographic coverage
12 Europe countries · top rows shown below, sorted by… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-rice-yields.europe-owid-rice-production
Rice Production | Europe (Our World in Data)
🇪🇺 765 observations · 29 Europe countries · 1961–2024 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 765 observations of Rice Production data across 29 Europe countries, spanning 1961–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Rice Production
Geographic coverage
29 Europe countries · top rows shown below… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-rice-production.rice-supply-data-jatengeurope-owid-rice-production-by-region
Rice Production By Region | Europe (Our World in Data)
🇪🇺 765 observations · 29 Europe countries · 1961–2024 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 765 observations of Rice Production By Region data across 29 Europe countries, spanning 1961–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Rice Production By Region
Geographic coverage
29 Europe… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-rice-production-by-region.