ktr-hubrt / wsal Goto Github PK

Hello,

Really Appreciate your work!!. Currently I am using your repo for some my project work and I got struct in getting hdf5 formatted files.
I am UCF crime dataset and I got the extracted features from waqas sultani repo.

Can you explain me to convert the extracted features into hdf5 formatted files so that i can start training and see the results.

Thank you

Hello! what a great work it is!

I'm using your datset, TAD. But I have a question.
In your test dataset(val dataset), Normal_218.mp4 is not normal video.
There is a car accident starting from 243.jpg.
I know normal video data in this area has no abnormal scene, I wonder why you seperate the Normal_218.mp4 into normal class

"we use the model weights finetuned on UCF-Crime as in [5] to extract features. While on our TAD dataset we only use the model weights pretrained on Kinetics-400 dataset." The link to GCN https://github.com/jx-zhong-for-academic-purpose/GCN-Anomaly-Detection/tree/master/feature_extraction make me confused about it because it provided ucf-crimes -1000 and 1400 for rbg and flow ,how could I used it? If you could help me ,I'll feel so grateful!

Hello authors.

I request you to please add the required files that were used during the training or the format of the files that are used. For example - videos_pkl_train, hdf5 files and trained checkpoints etc.
We need to evaluate your model on our training data.
Thanks

Great work!can you open source UCF-Crime pre-trained feature?
files like:
hdf5_path = "/test/UCF-Crime/UCF/gcn_feas.hdf5"
mask_path = "/test/UCF-Crime/UCF/gcn_mask.hdf5"

Hello, congratulations for your work.

Were the results showed in paper 10-cropped as made by Sultani and by the RTFM? To what extent does this affect the comparison?

hi thanks for your great work! I have some questions about equation（12）.equation（12）in your paper means
should be smaller than but in your paper it should be larger because it is anomal. is equation（12） reverse as follows? would you like to tell me the answer?
thanks a lot

你好，请问TAD数据集未来会开源吗？

Hello,

Thanks for the code.
Could you please upload the model's checkpoints?

Firstly, thank you for your amazing work!
I want to ask about loss_3 and loss_5 in the attached picture. Are they in Equation 9 in your paper.
Can you please explain about this?

Thank you very much.

Your own-built dataset is about the traffic would you please show us your datasets?