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donggong1 / memae-anomaly-detection

MemAE for anomaly detection. -- Gong, Dong, et al. "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection". ICCV 2019.
https://donggong1.github.io/anomdec-memae.html
MIT License
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Please share the processed dataset #26

Open YeahLwy opened 2 years ago

YeahLwy commented 2 years ago

I had downloaded the UCSD Dataset, when I processed it by Matlab there were many problems. Could you share the processed dataset?

baimuchu commented 2 years ago

you can download the converted UCSD datasets by such link: https://drive.google.com/file/d/14tzifMWEesFihzf8I0XmtdtW1v1UusR2/view?usp=sharing

the output after running ./matlab_script maybe cannot use directly, and should modify the type of .mat you should modify in /matlab_script/trans_img2label.m save('-v7', [outpath, 'Test', num2str(idx, '%03d'), '.mat'],'l')

and in /matlab_script/script_index_gen.m save("-v7", [video_sub_dir_out_path, v_name, '_i', num2str(j, '%03d'), '.mat'], 'v_name', 'idx');

zhichucode commented 1 year ago

@baimuchu Thank you for your sharing.