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cigar's Introduction

Conversational Image Retreival with Virtual Try-On

Requirements

We assume that you are in the repository directory. We highly recommend you to create conda environment by conda create -n cigar python=3.8 ipython

1. Clone our repository

2. Image Retrieval

Our pipeline for image retrieval is folked from https://github.com/nashory/FashionIQChallenge2020.

  1. Install all dependencies.

    pip install -r ir_requirements.txt
    
  2. Download dataset.

    cd image_retrieval/retrieval_model/
    bash run_download_image.sh
  3. Download word embedding for user feedback.

    pip install gdown
    cd image_retrieval/retrieval_model/ours/train
    gdown --fuzzy https://drive.google.com/file/d/1gLl73829eVZrWuXQerJpsz8v9mPQRMAX/view?usp=sharing
    tar -xvf assets.tar.gz
  4. Download checkpoint for text encoder in model: ask admin (currently not supported)

  5. Download FashionIQ dataset

3. Garment Transfer

Our pipeline for garment transfer is folked from https://github.com/cuiaiyu/dressing-in-order.git

  1. Parser
  • pip install ninja
  • Download checkpoint from here.
  1. Pose Transder
  • Install dependencies of pose transfer.
cd pose
pip install -r requirements.txt
  1. Dressing-in-order(DIOR)
  • Install dependencies of dior.
cd dior
pip install -r requirements.txt
  • Download checkpoint of pretrained model and unzip at checkpoints/
gdown --fuzzy https://drive.google.com/file/d/1JvLu6RJ4QBAYf6ON9i_DWU3Jlj56vz5P/view?usp=sharing

Run

python main.py

cigar's People

Contributors

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