| --- |
| license: mit |
| tags: |
| - object-detection |
| - yolov8 |
| - obb |
| - receipt |
| - ocr |
| --- |
| |
| # NotePay — YOLOv8s OBB Receipt Region Detector |
|
|
| Model YOLOv8s dengan Oriented Bounding Box (OBB) untuk mendeteksi 4 region pada struk belanja. |
|
|
| ## Classes |
|
|
| | ID | Label | |
| |---|---| |
| | 0 | nama_toko | |
| | 1 | line_item | |
| | 2 | tanggal_waktu | |
| | 3 | total_belanja | |
|
|
| ## Usage |
|
|
| ```python |
| from ultralytics import YOLO |
| from huggingface_hub import hf_hub_download |
| |
| model_path = hf_hub_download(repo_id="NeoCode77/notepay-yolo-receipt", filename="best.pt") |
| model = YOLO(model_path) |
| |
| results = model("struk.jpg", conf=0.3) |
| results[0].show() |
| ``` |
|
|
| ## Training |
|
|
| - **Base model:** YOLOv8s-OBB |
| - **Dataset:** Receipt images dengan anotasi OBB |
| - **Input size:** 640×640 |
| - **Optimizer:** AdamW, lr=0.001 |
|
|
