Crack: Kernel Photo Repair

The KPR feature aims to detect and repair cracks in images using advanced kernel-based algorithms. This feature can be integrated into image editing software, allowing users to effortlessly remove unwanted cracks from their photos.

def kernel_photo_repair(image, crack_mask): # Define kernel functions def gaussian_kernel(x, y, sigma=1.0): return np.exp(-np.linalg.norm(x - y) ** 2 / (2 * sigma ** 2)) kernel photo repair crack

# Preprocess image image = np.float32(image) / 255.0 The KPR feature aims to detect and repair

def laplacian_kernel(x, y, sigma=1.0): return -np.exp(-np.linalg.norm(x - y) ** 2 / (2 * sigma ** 2)) kernel photo repair crack