soczech / lookforthechange Goto Github PK

Hi, seems all the environment is in docker. Could you please use provide the environment list in case we cannot use docker? Thanks

I notice that extract the feature requires 10 augmentation, which means each video it will store 11 augmented feature, and the feature extraction process is too long. Does the augmentation matter much? I want to just run 0 augmentation to accelerate the feature extraction speed, is this a bad idea?

Thank you for your work and sharing the code! I have one question about the evaluation.

From method/utils.py L39-L61, it seems that the calculation of action precision and state precision are based on one frame only -- by taking the argmax of pred_action, and check whether the annotation for that frame is action.

I expect the action precision would be calculated by first finding all frames wherepred_action > 0.5, and checking how many frames has annotation = 3 (action).

May I know the motivation for just choosing 1 frame as the evaluation? For some categories with only a few (<10) test videos available, using one frame per video seems to bring many flutuations in the numbers.

Hi, thank you for releasing your dataset and code.
Currently, I'm trying to reproduce your work，but i‘m experiencing issues with YouTube downloads.
Could you please release the video and video features for ChangeIt dataset?
Thank you again for your support.

text_audio_video_2/visual_module_1/resnet_v2_50_inception_preprocessed/postnorm/Relu:0 not exist!!!!!!!!!!!!

Hello, when I execute the command "docker build -t look for the change." An error is reported when.The error is as follows：

E: Failed to fetch http://security.ubuntu.com/ubuntu/pool/universe/f/ffmpeg/libavcodec57_3.4.11-0ubuntu0.1_amd64.deb Connection failed [IP: 91.189.91.39 80]
E: Failed to fetch http://archive.ubuntu.com/ubuntu/pool/main/a/alsa-lib/libasound2-data_1.1.3-5ubuntu0.6_all.deb Connection failed [IP: 185.125.190.39 80]
E: Failed to fetch http://archive.ubuntu.com/ubuntu/pool/universe/libb/libbs2b/libbs2b0_3.1.0+dfsg-2.2_amd64.deb Connection failed [IP: 91.189.91.39 80]
E: Failed to fetch http://archive.ubuntu.com/ubuntu/pool/universe/f/flite/libflite1_2.1-release-1_amd64.deb Connection failed [IP: 185.125.190.39 80]
E: Failed to fetch http://archive.ubuntu.com/ubuntu/pool/main/f/fftw3/libfftw3-double3_3.3.7-1_amd64.deb Connection failed [IP: 185.125.190.39 80]
E: Failed to fetch http://archive.ubuntu.com/ubuntu/pool/universe/n/norm/libnorm1_1.5r6+dfsg1-6_amd64.deb Connection failed [IP: 91.189.91.39 80]
E: Failed to fetch http://archive.ubuntu.com/ubuntu/pool/main/libc/libcdio/libcdio17_1.0.0-2ubuntu2_amd64.deb Connection failed [IP: 91.189.91.39 80]
E: Failed to fetch http://archive.ubuntu.com/ubuntu/pool/main/libc/libcdio-paranoia/libcdio-cdda2_10.2+0.94+2-2build1_amd64.deb Connection failed [IP: 185.125.190.39 80]
E: Failed to fetch http://security.ubuntu.com/ubuntu/pool/universe/f/ffmpeg/libavdevice57_3.4.11-0ubuntu0.1_amd64.deb Connection failed [IP: 185.125.190.36 80]
E: Failed to fetch http://security.ubuntu.com/ubuntu/pool/universe/f/ffmpeg/ffmpeg_3.4.11-0ubuntu0.1_amd64.deb Connection failed [IP: 91.189.91.39 80]
E: Unable to fetch some archives, maybe run apt-get update or try with --fix-missing?

Hope to answer as soon as possible, thank you!

I try to compile the CUDA op with CUDA10.2 + pytorch1.11, however it reports error. Just notice in the README that the CUDA op can support at the highest CUDA8? And how to compile it with a higher CUDA version?