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Deep Learning Applications (Darknet - YOLOv3, YOLOv4 | DeOldify - Image Colorization, Video Colorization | Face-Recognition) with Google Colaboratory - on the free Tesla K80/Tesla T4/Tesla P100 GPU - using Keras, Tensorflow and PyTorch.
End-to-end automatic video colorization using a ResNet34-UNet architecture. Predicts CIE Lab chrominance (ab) channels from grayscale luminance (L), trained on MS-COCO 2017 and applied to historic black-and-white footage with EMA temporal smoothing.
An improved version of DDColor with enhanced performance and usability. This project extends the original framework with Apple Metal support, interactive web UI, video colorization capabilities, and cross-platform optimization.