About

Implemented OpenCV filters for X-ray noise (SNR). Developed OpenCV-based JPEG compression for X-ray images, evaluating compression ratio, SNR, RMSE. Employed U-net with Keras, PyTorch, OpenCV for precise lung segmentation in X-rays. Utilized transfer learning (VGG16, VGG19, ResNet50, InceptionNet, XceptionNet) in Keras for pneumonia classification.