PerceptualSimilarity
Discover how LPIPS leverages deep learning to assess image similarity with a focus on perceptual differences. Employing the PyTorch framework, it provides a novel approach to image patch comparison, surpassing traditional techniques. The project also includes the BAPPS dataset for comprehensive evaluation and training, supporting network architectures such as SqueezeNet, AlexNet, and VGG. This tool is valuable for researchers interested in cutting-edge image analysis methodologies.
