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playing-card-object-detection

Structure

Root
 |
 +-- data
 |  
 +-- models
 |  |  
 |  +-- model_a
 |  +-- model_b
 |  
 +-- notebooks
 |  |  
 |  +-- 01_preprocessing.ipynb
 |  +-- 02_training_model_a.ipynb
 |  +-- 02_training_model_b.ipynb
 |  +-- 03_evaluation.ipynb
 |
 +-- results
 |  |
 |  +-- fig_a.png
 |
 +-- checkpoints
 |  |
 |  +-- yolov13.pt
 |
 +-- scripts
 |  |  
 +  |-- small/specific scripts (ex. train.py)
 |
 +-- requirements.txt
 +-- .gitignore
 +-- README.md

##models yolov12_playing_cards_no_aug2 = YOLOv12 Nano, no augmentations, 416x416 yolov12_playing_cards_deg_persp_640_small_200_epoch = YOLOv12 Small, 640x640, Rotation/Perspective Augmentation

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