openfoodfacts/nutrition-table-yolo
By openfoodfacts · ↓ 0 · ♥ 3 · Updated 2024-07-11
What's in this repo
This page lists the files in openfoodfacts/nutrition-table-yolo, including best.onnx.
- 1 ONNX models (.onnx files)
- 28 files, including 14 .jpg, 7 .png, 2 .pt, 1 .md, 1 .yaml, 1 .csv
- Last updated 2024-07-11
ONNX files
| File | Size | Download |
|---|---|---|
| weights/best.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
Open Food Facts Nutriscore object detection model
This object detection model was trained on images from the Open Food Facts database to detect Nutri-score labels on food packaging.
The v1.1 of the nutrition-table-detection dataset was used, but with the nutrition-table class only (the other classes were ignored).
It was trained on 100 epochs using Ultralytics library (version 8.2.48), using yolov8n version, with images resized to 640x640. This model is licensed under the AGPLv3 license.
Weights
Weights are available in the weights/ directory.
An ONNX export of the model is available in weights/model.onnx.
Model info
Created: 2024-07-11
Updated: 2024-07-11
View on Hugging Face