Sketch-to-Image Criminal Identification System using a pix2pix GAN trained on the CUHK dataset to generate realistic images from sketches. A classifier is then trained on mugshot data to identify individuals based on generated images, enhancing forensic sketch recognition with deep learning for accurate identification.
computer-vision image-processing pytorch forensics generative-adversarial-network face-recognition ssim unet hyperparameter-tuning psnr image-enhancement sketch-to-image patchgan gamma-inversion
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Updated
Dec 9, 2024 - Python