Evaluation metrics for conditional image generation

DOI10.1007/s11263-020-01424-wzbMath1483.68474OpenAlexW3133988386MaRDI QIDQ2054404

Tomer Galanti, Yaniv Benny, Lior Wolf, Sagie Benaim

Publication date: 2 December 2021

Published in: International Journal of Computer Vision (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11263-020-01424-w

zbMATH Keywords

image generationconditional generationevaluation metricsFréchet inception distanceinception score

Mathematics Subject Classification ID

Computing methodologies for image processing (68U10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)

Uses Software

• MNIST
• CycleGAN
• pix2pix
• BigGAN
• sngan_projection
• StyleGAN
• Wasserstein GAN
• StackGAN
• AttnGAN
• InfoGAN

Cites Work

• The Frechet distance between multivariate normal distributions