├── .gitignore ├── AD_1_autoencoder_l2_loss.ipynb ├── AD_2_Resnet_feature_KNN.ipynb ├── AD_3_using_resnet_backbone_multilevel.ipynb ├── AD_4_Patch_core.ipynb ├── anomaly_detection [Autosaved].pptx ├── augmented_autoencoder_l2_loss.pth ├── autoencoder_with_resnet_deep_features.pth ├── autoencoder_with_resnet_features.pth ├── fault_predictions ├── readme.md ├── requirements.txt ├── simple_autoencoder_l2_loss.pth └── variational_autoencoder_l2_loss.pth /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mohan696matlab/mvtec_anomalydetection/HEAD/.gitignore -------------------------------------------------------------------------------- /AD_1_autoencoder_l2_loss.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mohan696matlab/mvtec_anomalydetection/HEAD/AD_1_autoencoder_l2_loss.ipynb -------------------------------------------------------------------------------- /AD_2_Resnet_feature_KNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mohan696matlab/mvtec_anomalydetection/HEAD/AD_2_Resnet_feature_KNN.ipynb -------------------------------------------------------------------------------- /AD_3_using_resnet_backbone_multilevel.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mohan696matlab/mvtec_anomalydetection/HEAD/AD_3_using_resnet_backbone_multilevel.ipynb -------------------------------------------------------------------------------- /AD_4_Patch_core.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mohan696matlab/mvtec_anomalydetection/HEAD/AD_4_Patch_core.ipynb -------------------------------------------------------------------------------- /anomaly_detection [Autosaved].pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mohan696matlab/mvtec_anomalydetection/HEAD/anomaly_detection [Autosaved].pptx -------------------------------------------------------------------------------- /augmented_autoencoder_l2_loss.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mohan696matlab/mvtec_anomalydetection/HEAD/augmented_autoencoder_l2_loss.pth -------------------------------------------------------------------------------- /autoencoder_with_resnet_deep_features.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mohan696matlab/mvtec_anomalydetection/HEAD/autoencoder_with_resnet_deep_features.pth -------------------------------------------------------------------------------- /autoencoder_with_resnet_features.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mohan696matlab/mvtec_anomalydetection/HEAD/autoencoder_with_resnet_features.pth -------------------------------------------------------------------------------- /fault_predictions: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mohan696matlab/mvtec_anomalydetection/HEAD/readme.md -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mohan696matlab/mvtec_anomalydetection/HEAD/requirements.txt -------------------------------------------------------------------------------- /simple_autoencoder_l2_loss.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mohan696matlab/mvtec_anomalydetection/HEAD/simple_autoencoder_l2_loss.pth -------------------------------------------------------------------------------- /variational_autoencoder_l2_loss.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mohan696matlab/mvtec_anomalydetection/HEAD/variational_autoencoder_l2_loss.pth --------------------------------------------------------------------------------