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Model YOLOv8s dengan Oriented Bounding Box (OBB) untuk mendeteksi 4 region pada struk belanja.
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Model YOLOv8s dengan Oriented Bounding Box (OBB) untuk mendeteksi 4 region pada struk belanja.
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1 sourceVérifié 27 sept.
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2 extraits--- 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
| ID | Label |
|---|
| 0 | nama_toko |
| 1 | line_item |
| 2 | tanggal_waktu |
| 3 | total_belanja |
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()
Source context: 0 downloads · 0 likes · Pipeline object-detection · Repo NeoCode77/notepay-yolo-receipt