The Pytorch implementation for "Video-Text Pre-training with Learned Regions"

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Deep Learningvideo-language
Overview

Region_Learner

The Pytorch implementation for "Video-Text Pre-training with Learned Regions" (arxiv)

We are still cleaning up the code further and preparing for pre-training weights.

Preparation

Overall, this code is built on PyTorch with DistributedDataParallel (DDP).

  • Create conda env and install required packages via sh install_env.sh
  • Create some important folders
    1. mkdir data (you can symlink huge datasets to this folder)
    2. mkdir results

Finetuning (on MSR-VTT)

Pre-training

Pre-trained Weights

Coming soon.

Acknowledgements

This code is based off Frozen in Time

Owner
Rui Yan
Computer Vision
Rui Yan
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