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Download Dataset Annotations

Download dataset annotations zip from box or google drive. Then unzip the downloaded datasets under shared_datasets/. The resulting shared_dataset folder structure is expected to be:

shared_datasets
├── README.md
├── MSRVTT_caption
├── MSRVTT_qa
...

Download & Preprocess Raw Videos

Instruction for downloading the videos and preprocessing the datasets. The annotation files are already included in the repo. The preprocessing scripts require installing the following additional package:

pytube
ffmpeg

MSR-VTT

Refer to https://github.com/salesforce/ALPRO#data-preparation to download the videos and put all videos (including train, val, test) under shared_datasets/MSRVTT_ret/videos

YouCook2

  • (step 1) Refer to http://youcook2.eecs.umich.edu/download to download the raw videos (note that some videos may not be donwloadable anymore), which is expected to have the following folder structure:
    shared_datasets/Youcook2/raw_videos
    ├── testing
    ├── training
    └── validation
  • (step 2) Under shared_datasets/Youcook2, run the following script to extract the video clips from raw videos:
    python get_video_clips.py
  • (step 3) Copy or move videos in shared_datasets/Youcook2/raw_videos/training and shared_datasets/Youcook2/raw_videos/validation into shared_datasets/Youcook2/video_clips/train_val

VaTex

  • (step 1) Under shared_datasets/Vatex, download training and public_testing videos using the following scripts (note that some videos may not be donwloadable anymore) 
        python download_vatex_pytube.py
  • (step 2) Preprocess raw videos to get video clips, under shared_datasets/Vatex, run: 
        python get_video_clips.py
  • (step 3) Put all training and public_testing video clips under shared_datasets/Vatex/video_clips/train_test

MSVD

Refer to https://github.com/salesforce/ALPRO#data-preparation to download the videos for MSVD and put all videos under shared_datasets/msvd_qa/videos

VLEP

Refer to https://github.com/jayleicn/VideoLanguageFuturePred/blob/main/data/README.md to request downloading the videos. Put all .mp4 videos under shared_datasets/VLEP/vlep_clips and all .srt files under shared_datasets/VLEP/vlep_srt