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1. bigcola-bottles-quality-control bigcola-bottles-quality-control Public

   End-to-end YOLO26n quality-control pipeline for Big Cola bottles -- manual data collection, annotation, Albumentations augmentation, baseline vs. augmented training comparison, and real-time video …

   Jupyter Notebook 3 1

2. chess-vision-fen chess-vision-fen Public

   Screenshot-to-FEN pipeline: YOLOv8 board detector + 13-class square classifier, FastAPI + Docker.

   Python 1

3. cnn-from-scratch cnn-from-scratch Public

   NumPy for forward and backward propagation, including Convolution, Pooling and Fully Connected layers.

   Jupyter Notebook

4. pneumonia-detection-cnn-pytorch pneumonia-detection-cnn-pytorch Public

   🩺 Deep Learning–based pneumonia detection using PyTorch CNN. Achieved 95.7% accuracy and 0.9913 AUC on the Chest X-Ray dataset. Includes training pipeline, evaluation metrics, and visualization tools.

   Jupyter Notebook