dataset from https://www.mvtec.com/company/research/datasets/mvtec-ad/
- visualize data in embeddingspace on tensorboard with TSNE, UMAP and PCA
- Clip embeddings and Wideresnet50 embeddings
- create synthetic anomalies from testset anomalies as suggested in https://arxiv.org/abs/2202.08088
navigate to the data directory and download & extract the data with:
wget https://www.mydrive.ch/shares/38536/3830184030e49fe74747669442f0f282/download/420938113-1629952094/mvtec_anomaly_detection.tar.xz && tar -xf mvtec_anomaly_detection.tar.xz
