Abstract: Diffusion model-based networks have been widely applied in the field of image generation and have gradually demonstrated a strong potential in image colorization tasks. However, despite the ...
Abstract: Image colorization is a fundamental task in computer vision that aims to predict the missing color channels from grayscale images. In recent years, fully automatic approaches based on deep ...
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Colorized footage of New York City from 1945
Through restored footage brought to life at 60 frames per second, we step into New York City at the end of 1945, when the nation was transitioning from war to peace. We move through streets filled ...
Learn the benefits and risks of options and how to start trading options Lucas Downey is the co-founder of MoneyFlows, and an Investopedia Academy instructor. Samantha (Sam) Silberstein, CFP®, CSLP®, ...
This project presents a research paper that investigates the effectiveness of modified U-Net architectures for AI-driven image colorization and the restoration of historical black-and-white ...
Synthetic paired dataset creation (global and semantic-region recolor) Pretrained semantic segmentation (DeepLabV3-ResNet50) Baseline recolor model (UNet) Train / infer / eval scripts Ablation: no ...
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