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66

1.0k

other

7

High-fidelity performance metrics for generative models in PyTorch

gan metrics pytorch precision evaluation inception-score reproducibility generative-model reproducible-research perceptual-path-length kernel-inception-distance frechet-inception-distance

Created 2020-04-23

202 commits to master branch, last one 10 months ago

clean-fid GaParmar

73

972

mit

9

PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

fid gan pytorch fid-score deep-learning computer-vision fid-calculation frechet-distance image-generation computer-graphics image-manipulation frechet-inception-distance generative-adversarial-network

Created 2021-04-23

233 commits to main branch, last one 9 months ago

pytorch-image-generation-metrics w86763777

16

147

apache-2.0

5

Pytorch implementation of common image generation metrics.

fid gan ddpm pytorch inception-score diffusion-models frechet-inception-distance generative-adversarial-network

Created 2020-07-01

58 commits to master branch, last one 5 months ago

metrics lzhbrian

23

121

mit

5

IS, FID score Pytorch and TF implementation, TF implementation is a wrapper of the official ones.

is api fid gan metrics pytorch inception tensorflow commandline inception-score frechet-distance frechet-inception-distance

Created 2019-03-24

21 commits to master branch, last one 3 years ago

content-debiased-fvd songweige

6

94

mit

2

[CVPR 2024] On the Content Bias in Fréchet Video Distance

diffusion-models frechet-distance video-generation generative-models evaluation-metrics frechet-inception-distance video-generation-evaluation generative-adversarial-network

Created 2024-03-21

30 commits to main branch, last one about a month ago

vdna bramtoula

2

34

mit

1

Pytorch implementation of Visual DNA, an approach to represent and compare images.

fid vdna pytorch visual-dna deep-learning computer-vision image-comparison dataset-comparison image-representation dataset-representation frechet-inception-distance

Created 2023-03-24

7 commits to main branch, last one about a year ago