Multi-Negative Deep Metric for Image Retrieval

This repository has the source code for the paper “Multi-Negative Deep Metric for Image Retrieval”. For the loss layer implementation, look at here. Networks can be found here.

Example retrieval results on DeepFashion dataset.

Prerequisites

1. Tensorflow r0.9
2. Download DeepFashion & CARS196 datasets.
3. Download pretrained VGG16 model from here.

Training Procedure

• Ap cluster & generate negative sampling.
• run training scrips

Feature extraction for Test

• extract feature
• run test scrips

More details in the future. :)