joos2010kj / clip-tsa Goto Github PK
View Code? Open in Web Editor NEWImplementation of "CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly Detection" (ICIP 2023)
Implementation of "CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly Detection" (ICIP 2023)
Hi @joos2010kj,
Is it possible for you to share the code/repositories used for feature extraction and pre-processing? Essentially, the code that could help in generating the features that are to be fed during training/evaluation.
Thank you
Would you share the features of the dataset you extracted with vit? Is there any reference code in the extraction process?
Hello
in the xdv train set , there a video missing its npy:
v=8cTqh9tMz_I__#1_label_A
which match the error i got when extracting the actual available files
ERROR: Data Error : v=8cTqh9tMz_I__#1_label_A.mp4
maybe be useful for others,
if in the middletime i find the original mp4, i can upload
cheers
@joos2010kj hello great work ! I have encountered an issue with insufficient GPU memory and I have tried more gpus to train,such as CUDA_VISIBLE_DEVICES= 0,1,2 python. But it doesn't work,why? Why does using multiple GPUs for training still encounter this problem?
Hello,
Thanks for the code.
Could you please upload the model's checkpoints?
Nice works!
Have you considered releasing the Clip visual features extracted from UCF Crime and XD violence so that people can follow them better :)
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