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Colorize your black and white images and YouTube videos for free. Streamlit application based on CNN deployed on Hugging Face.
Colorize black & white images, using machine learning in Python
This is a Python-based Project on 'Colourizing Black and White Images' using Deep Learning.
Image colorization is a challenging task and a topic of ongoing research in the area of Computer Vision. We present a convolutional-neural-network-based system that faithfully colorizes black and white photographic images without direct human assistance. We explore various network architectures, objectives, color spaces, and problem formulations. The final classification-based model we build generates colorized images that are significantly more aesthetically-pleasing than those created by the baseline regression-based model, demonstrating the viability of our methodology and revealing promising avenues for future work.
Colorization using ab channel averaging during training.
Deep learning project that enhances and colorizes old photographs, providing a fresh and vibrant perspective on historical images, restoring faded colors, and revealing new details.