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mseitzer/pytorch-fid

A PyTorch implementation of FID score computation for evaluating the quality of GAN-generated images.

3.8k stars Python LLMOps · EvalML Frameworks
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This repository provides a PyTorch port of the official Fréchet Inception Distance implementation. It computes similarity between two image datasets by extracting features from a pretrained Inception network and calculating the Fréchet distance between fitted Gaussians. The tool is widely used to evaluate generative adversarial network quality and correlates with human judgment of visual output quality.

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