Data checked 2026-08-13. Data may be stale - beyond the review cycle.
Review cycles are documented on the Methodology page. Methodology
dronefreak/GWHD
Dataset Tier A perception_ai cc-by-4.0
GWHD 2021: Global Wheat Head Dataset (Object Detection) Unofficial redistribution of the Global Wheat Head Dataset (GWHD) 2021 competition release, reformatted into a standardized YOLO-compatible directory layout. Disclaimer This repository is not an official release of the Global Wheat Head Dataset. GWHD was created by the Global Wheat Head Detection consortium — a multi-institution, multi-countr
Engineering Snapshot
Stack & ecosystem
- Resource type
- Dataset
- Ecosystem
- perception_ai · object-detection · agriculture · wheat · precision-agriculture · dense-detection
License & compliance
- License
-
cc-by-4.0(Inferred)
Lifecycle & freshness Show
- Maintenance
- Active
- Latest version
- Not recorded
- Last activity
- 2026-07-31
- Last checked
- 2026-08-13
- Verification
- Official confirmed
When to Use
Alternatives & Related Tools
Related tools
- yolov5 — Used for
- mmdetection — Used for
How is it used?
Start from the recorded entry points below, then validate against the technical checklist.
- Official site https://huggingface.co/datasets/dronefreak/GWHD
- Documentation https://huggingface.co/datasets/dronefreak/GWHD
Technical checklist
- OK License identified Recorded: cc-by-4.0
- OK Maintenance signal Active
- OK Verification status Official confirmed
- OK Source evidence attached 1 source record(s)
- NEEDS REVIEW Latest version recorded Not recorded
Official Links
Metadata & Governance
| License | cc-by-4.0 — Inferred |
|---|---|
| Commercial model | Unknown |
| Maintenance status | Active |
| Verification status | Official confirmed — Confirmed via the official repository API responses in SourceRefs below. |
| Latest version | Not recorded |
| Latest release | Not recorded |
| Last activity | 2026-07-31 |
| Last checked | 2026-08-13 |
| First seen | Not recorded |
Dataset facts
| Task | object-detection |
|---|---|
| Modality | image, text |
| License (dataset card) | cc-by-4.0 |
| Size category | 1K<n<10K |
| Downloads | 286 |
| arXiv | 2105.07660 |
Facts above come from the official dataset card only; unconfirmed fields stay unknown.
Related Resources & Dependencies
- yolov5 — used for (verified)
- mmdetection — used for (verified)
Recent Activity
New resource: dronefreak/GWHD
New repository resource added by the sprint promote pipeline.
Related Knowledge
Collections
- Aerial Perception Models and Datasets — Source-backed aerial dataset and model repositories for detection and tracking research and prototyping.
- Visual Perception Models and Data — Indexed model and dataset repositories for aerial visual perception research and prototyping.