DEVILENMO / Unsupervised-Defect-Detection-Project-Based-on-VAE-GAN-Architecture

本项目实现了一种基于 VAE-CycleGAN 的图像重建无监督缺陷检测算法。该算法结合了变分自编码器 (VAE) 和 CycleGAN 的优势，无需标注数据即可检测图像中的缺陷/异常。This project implements an unsupervised defect detection algorithm for image reconstruction based on VAE-CycleGAN. This algorithm combines the advantages of variational autoencoders (VAE) and CycleGAN to detect defects in images without any supervision.

Date Created 2024-04-10 (8 months ago)

Commits 25 (last one 5 days ago)

Stargazers 36 (2 this week)

Watchers 2 (0 this week)

Forks 7

License gpl-3.0

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ai chinese english pytorch vae-gan unsupervised defect-detection

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updated: 2024-12-17 @ 09:52pm, id: 784541563 / R_kgDOLsMnew