diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..fbd3fa1c8306d2972dc0c4b1bf58ecf2f61d4c94 100644 --- a/.gitattributes +++ b/.gitattributes @@ -33,3 +33,24 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text *.zip filter=lfs diff=lfs merge=lfs -text *.zst filter=lfs diff=lfs merge=lfs -text *tfevents* filter=lfs diff=lfs merge=lfs -text +runs/detect/val/val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text +runs/detect/val/val_batch0_pred.jpg filter=lfs diff=lfs merge=lfs -text +runs/detect/val/val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text +runs/detect/val/val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text +runs/detect/val/val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text +runs/detect/val/val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text +runs/detect/val2/val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text +runs/detect/val2/val_batch0_pred.jpg filter=lfs diff=lfs merge=lfs -text +runs/detect/val2/val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text +runs/detect/val2/val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text +tunis_detector/yolov8s_run/labels.jpg filter=lfs diff=lfs merge=lfs -text +tunis_detector/yolov8s_run/results.png filter=lfs diff=lfs merge=lfs -text +tunis_detector/yolov8s_run/train_batch0.jpg filter=lfs diff=lfs merge=lfs -text +tunis_detector/yolov8s_run/train_batch1.jpg filter=lfs diff=lfs merge=lfs -text +tunis_detector/yolov8s_run/train_batch2.jpg filter=lfs diff=lfs merge=lfs -text +tunis_detector/yolov8s_run/val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text +tunis_detector/yolov8s_run/val_batch0_pred.jpg filter=lfs diff=lfs merge=lfs -text +tunis_detector/yolov8s_run/val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text +tunis_detector/yolov8s_run/val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text +tunis_detector/yolov8s_run/val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text +tunis_detector/yolov8s_run/val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md index 7be5fc7f47d5db027d120b8024982df93db95b74..a43e5a1d05adb5341d1fad37b4f010c1e0bd4ee0 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,85 @@ ---- -license: mit ---- +--- +language: en +license: mit +tags: +- yolov8 +- object-detection +- license-plate +- arabic-text +- tunisia +- computer-vision +library_name: ultralytics +pipeline_tag: object-detection +--- + +# Tunisian License Plate - Arabic Text Detection (YOLOv8s) + +This model detects the Arabic word "تونس" (Tunis) in Tunisian license plates using YOLOv8s. + +## Model Description + +- **Model Type**: YOLOv8s (Small) +- **Task**: Object Detection +- **Classes**: 1 class - "tunis" (Arabic text region) +- **Purpose**: Detecting and localizing the word "تونس" in Tunisian license plates for OCR preprocessing + +## Use Case + +This model is designed to be used as a preprocessing step for license plate OCR: +1. Detect the Arabic text "تونس" region +2. Mask or crop this region +3. Apply OCR on the remaining numeric characters for better accuracy + +## Training Details + +- **Base Model**: YOLOv8s pretrained weights +- **Image Size**: 512x512 +- **Framework**: Ultralytics YOLOv8 +- **Training Dataset**: Tunisian license plate images + +## Usage + +```python +from ultralytics import YOLO + +# Load the model +model = YOLO("yassine-mhirsi/tunis-word-detection-yolov8s") + +# Run inference +results = model.predict("path/to/license_plate.jpg", conf=0.5) + +# Process results +for result in results: + boxes = result.boxes + for box in boxes: + print(f"Confidence: {box.conf[0]:.2f}") + print(f"Bounding Box: {box.xyxy[0]}") +``` + +## Model Files + +- `best.pt` - Best weights from training +- `last.pt` - Last checkpoint +- Training metrics and visualizations included + +## Example + +![Tunisian License Plate](https://via.placeholder.com/400x150?text=Sample+License+Plate) + +## Citation + +If you use this model, please cite: + +``` +@misc{tunis-word-detection-yolov8s, + author = {Yassine Mhirsi}, + title = {Tunisian License Plate Arabic Text Detection}, + year = {2025}, + publisher = {Hugging Face}, + howpublished = {\url{https://huggingface.co/yassine-mhirsi/tunis-word-detection-yolov8s}} +} +``` + +## License + +MIT License diff --git a/runs/detect/predict/0_jpg.rf.2df34217a35c8b0e86730cdcdd635647.jpg b/runs/detect/predict/0_jpg.rf.2df34217a35c8b0e86730cdcdd635647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..787413715b2024dde947fbcf9c22076e41219fbb Binary files /dev/null and b/runs/detect/predict/0_jpg.rf.2df34217a35c8b0e86730cdcdd635647.jpg differ diff --git a/runs/detect/predict/100_jpg.rf.aaedf56d49016b0342c4b68049cbc360.jpg b/runs/detect/predict/100_jpg.rf.aaedf56d49016b0342c4b68049cbc360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae2e2279c8e7d924e179deecbf09f5c2236f6f6e Binary files /dev/null and b/runs/detect/predict/100_jpg.rf.aaedf56d49016b0342c4b68049cbc360.jpg differ diff --git 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