Raphaël Bournhonesque
add v1 of the proof classification model
6e7f851
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license: agpl-3.0
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This model is an image classifier used to predict the proof type of a proof image on [Open Prices](https://prices.openfoodfacts.org/).
The folling categories are supported:
- `PRICE_TAG`: a photo a single price tag in a shop. If several price tags are visible, the image should be classified as `SHELF`.
- `SHELF`: a photo of a shelf with several products and price tags. If only one price tag is visible, the image should be classified as `PRICE_TAG`.
- `PRODUCT_WITH_PRICE`: a single product with a price written (or added) directly on the product.
- `RECEIPT`: a photo of a shop receipt.
- `WEB_PRINT`: a screenshot of a web page displaying a price/receipt or a photo of a price brochure.
- `OTHER`: every other image that doesn't belong to any of the above category.
The model was trained with Ultralytics library. It's was fine-tuned from YOLOv8n model. The training dataset is an annotated subset of the [Open Prices dataset](https://prices.openfoodfacts.org/).