datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Agri-LLaVA_Agricultural_Pests_And_Diseases_Feature_Alignment_Dataset
Agri-LLaVA
Agri-LLaVA is a large multimodal instruction dataset for agriculture, pairing crop/leaf images with multi-turn diagnostic conversations about plant diseases, pests, and nutrient deficiencies. It is compiled from 16 public source datasets (see the license table below).
This dataset has been converted to Parquet format with image bytes embedded directly, standardized to the HF image_text_to_text format with a single conversational messages schema.
This dataset is… See the full description on the dataset page: https://huggingface.co/datasets/Project-AgML/Agri-LLaVA_Agricultural_Pests_And_Diseases_Feature_Alignment_Dataset.Agricultural-Indicators-For-African-Countries
Agricultural Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - 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.
What This Dataset Covers
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Agricultural-Indicators-For-African-Countries.Drone-based-Agricultural-Dataset-for-Crop-Yield-Estimation
Drone-based Agricultural Dataset for Crop Yield Estimation
This repository contains a comprehensive dataset of cashew, cocoa and coffee images captured by drones, accompanied by meticulously annotated labels. To facilitate object detection, each image is paired with a corresponding text file in YOLO format. The YOLO format file contains annotations, including class labels and bounding box coordinates.
The dataset was collected by teams from Ghana (KaraAgro AI) and Uganda… See the full description on the dataset page: https://huggingface.co/datasets/KaraAgroAI/Drone-based-Agricultural-Dataset-for-Crop-Yield-Estimation.Agricultural_pests_and_diseases_instruction_tuning_dataAgiBotWorld-Beta_G1_task_385_Pick_up_at_the_agricultural_product_area_of_the_supermarket
agibot_task_385
This dataset converts the AgiBot format uniformly into LeRobot V3.0.
Dataset Statistics
robot_name: G1
end_effector: 夹爪
task: 在超市的农产品区取货
total_episodes: 214
total_tasks: 1
size: 18G
Dataset Structure
├── data
│ └── chunk-xxx
│ ├── file-xxx.parquet
├── meta
│ ├── episodes
│ │ └── chunk-xxx
│ │ └── file-xxx.parquet
│ ├── info.json
│ ├── stats.json
│ └── tasks.parquet
└── videos
├──… See the full description on the dataset page: https://huggingface.co/datasets/BAAI-DataCube/AgiBotWorld-Beta_G1_task_385_Pick_up_at_the_agricultural_product_area_of_the_supermarket.Agricultural-Production-In-Africa-1961-to-2023
Agricultural Production In Africa 1961 to 2023 | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: not declared - 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.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Agricultural-Production-In-Africa-1961-to-2023.asia-faostat-value-of-agricultural-production-qv
Value of Agricultural Production — Asia
Source: FAOSTAT — Value of Agricultural Production
Domain code: QV
Publisher: Food and Agriculture Organization of the United Nations (FAO)
Coverage: 44 Asian countries · 1961–2024 · 710,070 rows
Items: 212 · Elements: 5
About
FAOSTAT is the world's largest and most comprehensive statistical database on food, agriculture, fisheries,
forestry, and rural development. This dataset contains the Value of Agricultural Production domain… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-faostat-value-of-agricultural-production-qv.CollegeOfAgricultureAndForestry_Agricultural_Crop_DatasetContext:
This data originally came from the College of Agriculture and Forestry
Originally posted to Kaggle by AGRICULTURAL INNOVATIONS with the following description
"Precision agriculture is in trend nowadays. It helps the farmers to get informed decision about the farming strategy. Here, we present to you a dataset which would allow the users to build a predictive model to recommend the most suitable crops to grow in a particular farm based on various parameters."
Includes recommendations… See the full description on the dataset page: https://huggingface.co/datasets/Solshine/CollegeOfAgricultureAndForestry_Agricultural_Crop_Dataset.africa-value-of-agricultural-production-gross-production-value-current-thousand-us
Value of Agricultural Production — Gross Production Value (current thousand US$) | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-value-of-agricultural-production-gross-production-value-current-thousand-us.agricultural-crop-yields
Agricultural Crop Yields & Farm Operations Dataset (Free Sample)
This is a free sample with 190 rows. The full dataset has 906 rows across 4 tables.
Farm operations data for a simulated agricultural cooperative with 25 farms,
150 fields, and 8 crop types across 5 growing seasons (2020-2024). Includes
planting records, weather observations, input costs, and harvest yields.
Features weather-correlated yield variation, crop rotation patterns, soil
quality impact on productivity, and… See the full description on the dataset page: https://huggingface.co/datasets/mindweave/agricultural-crop-yields.Agricultural_pests_and_diseases_feature_alignment_data
Dataset License Information
This dataset is compiled from multiple public sources.Each source dataset is subject to its own license, as listed below.
Dataset Name
License
Source Link
AppleLeaf9
CC BY 4.0
https://github.com/JasonYangCode/AppleLeaf9?tab=readme-ov-file
LWDCD
CC0
https://aistudio.baidu.com/datasetdetail/231774
PlantVillage-Dataset-master
CC0 1.0
https://data.mendeley.com/datasets/tywbtsjrjv/1
Rice Leaf Disease Image samples
CC BY… See the full description on the dataset page: https://huggingface.co/datasets/Agri-LLaVA-Anonymous/Agricultural_pests_and_diseases_feature_alignment_data.agricultural-dataafrica-emissions-from-pre-and-post-agricultural-production-emissions-ch4
Emissions from pre and post agricultural production — Emissions (CH4) | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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-emissions-from-pre-and-post-agricultural-production-emissions-ch4.Agricultural-Product-Static-Friction-Coefficients
Agricultural Product Static Friction Coefficient Dataset
This local Hugging Face dataset is from the in publishing process manuscript Modeling of Static Friction Coefficient of Agricultural Products on Different Surfaces by Can ERTEKIN; Zeki YETGIN; Furkan GÖZÜKARA, Uğur ERCAN.
The dataset contains 2961 tabular records from 16 workbook sheets. Each record describes an agricultural product/sample, the contact surface material, moisture content, physical dimensions, and the measured… See the full description on the dataset page: https://huggingface.co/datasets/MonsterMMORPG/Agricultural-Product-Static-Friction-Coefficients.agricultural_pests_and_diseases_datasetsafrica-emissions-from-pre-and-post-agricultural-production-energy-use-total
Emissions from pre and post agricultural production — Energy Use (Total) | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-emissions-from-pre-and-post-agricultural-production-energy-use-total.Agricultural-Flood-Disaster-Insurance-Claim-Image-Dataset
Agricultural Flood Disaster Insurance Claim Image Dataset
The current agricultural industry faces the frequent problem of flood disasters, causing severe economic losses to farmland. Traditional claim methods rely on manual inspection, which is inefficient and prone to errors. Existing claim systems are mostly manual audits, lacking efficient automated recognition tools. This dataset aims to help AI systems achieve automatic recognition and damage assessment by providing… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Agricultural-Flood-Disaster-Insurance-Claim-Image-Dataset.africa-owid-agricultural-water-as-a-share-of-total-water-withdrawals
Agricultural Water As A Share Of Total Water Withdrawals | Africa (Our World in Data) | 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-owid-agricultural-water-as-a-share-of-total-water-withdrawals.africa-faostat-value-of-agricultural-production-qv
Value of Agricultural Production — Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - 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.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-faostat-value-of-agricultural-production-qv.africa-emissions-from-pre-and-post-agricultural-production-emissions-co2eq-from-f-gases-ar5
Emissions from pre and post agricultural production — Emissions (CO2eq) from F-gases (AR5) | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-emissions-from-pre-and-post-agricultural-production-emissions-co2eq-from-f-gases-ar5.Agricultural-Product-Transportation-Scene-Dataset
Agricultural Product Transportation Scene Dataset
The current agricultural industry faces challenges such as low transportation efficiency and high loss rates. Especially during the transportation of agricultural products, the damage rate significantly affects farmers' income. Existing solutions primarily rely on manual inspection, which is inefficient and error-prone, hence the urgent need for an efficient automated detection method. This dataset aims to provide fundamental data… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Agricultural-Product-Transportation-Scene-Dataset.agricultural-knowledge-embedding-wikipedia
Agriculture Domain Knowledge Safety Wikipedia Embeddings
Pre-computed vector embeddings from Wikipedia articles covering Agriculture, Planting Methods, and related topics — ready to drop into your RAG pipeline without any embedding overhead.
Dataset Details
Property
Details
Embedding Model
nomic-ai/nomic-embed-text-v1.5 (135M)
Vector Dimensions
768
Source
Wikipedia
Topics
Agriculture, various plants, planting methods and more
Format
CSV (vectors +… See the full description on the dataset page: https://huggingface.co/datasets/rakhasetiawan/agricultural-knowledge-embedding-wikipedia.africa-emissions-from-crops-synthetic-fertilizers-agricultural-use
Emissions from Crops — Synthetic fertilizers (Agricultural use) | 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-synthetic-fertilizers-agricultural-use.adaption-agricultural-qa-multilingual
This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.
adaption-agricultural_qa_multilingual
This dataset contains question-and-answer pairs focused on agricultural topics such as crop protection, soil science, precision farming, and plant diseases. The content includes technical explanations and definitions relevant to farmers and agronomists. Notably, the dataset is multilingual, featuring responses in both English and Luganda.… See the full description on the dataset page: https://huggingface.co/datasets/nharshavardhana/adaption-agricultural-qa-multilingual.africa-nigeria-national-agricultural-sample-census-2022-782c321c
National Agricultural Sample Census 2022 | Africa (National Bureau of Statistics (NBS))
50 rows - 1 Africa country/area - 2022 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 50 rows from National Bureau of Statistics (NBS), covering National Agricultural Sample Census 2022. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-national-agricultural-sample-census-2022-782c321c.africa-faostat-emissions-from-pre-and-post-agricultural-production-gpp
Emissions from pre and post agricultural production — Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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-faostat-emissions-from-pre-and-post-agricultural-production-gpp.asia-owid-agricultural-area-per-capita
Agricultural Area Per Capita | Asia (Our World in Data)
🌏 2,839 observations · 49 Asia countries · 1961–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,839 observations of Agricultural Area Per Capita data across 49 Asia countries, spanning 1961–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Agricultural Area Per Capita
Geographic coverage
49 Asia… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-agricultural-area-per-capita.africa-value-of-agricultural-production-gross-production-value-constant-2014-2016-thousand-slc
Value of Agricultural Production — Gross Production Value (constant 2014-2016 thousand SLC) | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-value-of-agricultural-production-gross-production-value-constant-2014-2016-thousand-slc.agricultural-image-datasetpi5-agricultural-iot-32day
Pi5 Agricultural IoT — 32-Day Continuous Performance Dataset
Dataset Summary
This dataset contains 9,409 system performance records collected from a Raspberry Pi 5 (8 GB) deployed as an edge computing node at an agricultural farm in Biên Hòa, Đồng Nai, Vietnam. The device managed 10 simultaneous IP camera streams, performing real-time RTSP→RTMP transcoding via FFmpeg, orchestrated by 10 independent systemd services.
Data was collected continuously for 32 days (23/03/2026… See the full description on the dataset page: https://huggingface.co/datasets/talab-ai/pi5-agricultural-iot-32day.