Jungjaewon / Fashion_Outfit_Complementary_Item_Retrieval

Fashion_Outfit_Complementary_Item_Retrieval

Fashion_Outfit_Complementary_Item_Retrieval

Fashion_Outfit_Complementary_Item_Retrieval

This repository implements the paper "Fashion Outfit Complementary Item Retrieval" published in CVPR2020.

Requirements

• python3.6+
• pytorch 1.6.0
• others.

Usage

training a model

python3 main.py --config config.yml

testing a model

Not implmented yet

Architecture

Results

Empty for now.

Comments

In this implementation, the code is not tested yet. To train a model, data preprocessing is required from dataset from the links below. If you are interested in the paper and code, please make a pull request.

Reference

1. Dataset : https://github.com/mvasil/fashion-compatibility and https://github.com/xthan/polyvore
2. Learning-Similarity-Conditions : https://github.com/rxtan2/Learning-Similarity-Conditions
3. NN search : https://github.com/nmslib/hnswlib