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1. face-mask-detection face-mask-detection Public

   Real-time face mask detection system using MobileNetV3, Pytorch and OpenCV. Includes preprocessing, training, inference, and a live webcam demo with FPS counter and color-coded predictions.

   Python

2. 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

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

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

   Jupyter Notebook

4. Yellow-Object-Detection-with-Real-Time-FPS-Counter Yellow-Object-Detection-with-Real-Time-FPS-Counter Public

   This script detects yellow-coloured objects in real time using a webcam feed. It uses HSV thresholding to create a mask for yellow regions, applies morphological operations to reduce noise, and dra…

   Python