kla-hackathon

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Ad1thh / KLA-Semicon-AI-Restoration

NAFNet-SR (2.39M parameters) deep learning solution for semiconductor wafer image restoration and 2x super-resolution. Achieves 28.98 dB PSNR / 0.776 SSIM (+5.97 dB gain) with real-time GPU inference. KLA Hackathon 2026.

computer-vision deep-learning cuda pytorch super-resolution semiconductor image-denoising image-restoration fourier-transform lpips speckle-noise nafnet wafer-inspection semicon-india kla-hackathon

Updated Aug 18, 2026
Python

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