jbr819/leaf-detection
By jbr819 · ↓ 0 · ♥ 0 · Updated 2025-06-04
What's in this repo
This page lists the files in jbr819/leaf-detection, including leaf-detection-model-30-July-2024.onnx.
- 1 ONNX models (.onnx files)
- 5 files, including 1 .md, 1 .png, 1 .onnx, 1 .pt
- Last updated 2025-06-04
ONNX files
| File | Size | Download |
|---|---|---|
| leaf-detection-model-30-July-2024.onnx | — | Download |
How to use
These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.
README
Leaf Detection Model
The YOLOv8 object detection model has been fine-tuned to detect winter wheat leaves mounted on template pages and scanned using a flatbed scanner. The resulting model weights are saved as leaf-detection-model-30-July-2024.pt.
The template pages used for mounting the leaves are generated by a Linux shell script provided in the file generate_pdfs.txt. This script is from the supplementary materials of Ethan Stewart et al. (2016), Phytopathology®, 106(7), 782–788.
Example of Leaf Detection:
If you use this model in your work, please cite:
Rich, J. (2025). leaf-detection (Revision f5997e4). Hugging Face. https://doi.org/10.57967/hf/5703
Model info
Created: 2025-05-30
Updated: 2025-06-04
View on Hugging FaceFiles (5)
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