Imaging · dataset · 2026
AgroOmni
Listed in Hugging Face Datasets
Description
AgroOmni AgroOmni is a large-scale multi-view agricultural dataset introduced in "AgroOmni: A Large-Scale Multi-view Agricultural Dataset for Cross-Scale Multimodal Reasoning" (arXiv:2603.14342). It spans ground, UAV, and satellite imagery to address the ground-level bias of existing agricultural multimodal models, with 288K visual question answering pairs covering 56 specialized task categories across 14 task types. The paper's proposed model, AgroNVILA, reports 62.32% on the… See the full description on the dataset page: huggingface.co/datasets/Project-AgML/AgroOmni.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/Project-AgML/AgroOmni ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2603.14342 arxiv.org/abs/2603.14342 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/Project-AgML/AgroOmni ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · image text to text · text · visual question answering
- From keywords
- Computer Science & AI
- Inferred from text
- Satellite remote sensing 65%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | Project-AgML/AgroOmni | 8 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:image | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:remote-sensing | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[task].hf_task:image-text-to-text | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:visual-question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |