# DeepSearch

**Repository Path**: nelbds/DeepSearch

## Basic Information

- **Project Name**: DeepSearch
- **Description**: No description available
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2017-08-18
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# DeepSearch

DeepSearch is a lightweight deep learning to hash library based on TensorFlow. This repository contains newly designed hashing and quantization methods. Besides, DeepSearch provides high-level APIs and working examples for defining, training, fine-tuning and evaluating hashing models.

## Methods
* `lib/HashNet`: HashNet: Deep Learning to Hash by Continuation, Zhangjie Cao, Mingsheng Long, Jianmin Wang, Philip S. Yu, IEEE International Conference on Computer Vision (ICCV), 2017
* `lib/DVSQ`: Deep Visual-Semantic Quantization for Efficient Image Retrieval, Yue Cao, Mingsheng Long, Jianmin Wang, Shichen Liu, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
* `lib/CDQ`: Collective Deep Quantization for Efficient Cross-Modal Retrieval, Yue Cao, Mingsheng Long, Jianmin Wang, Shichen Liu, AAAI Conference on Artificial Intelligence (AAAI), 2017
* `lib/DQN`: Deep Quantization Network for Efficient Image Retrieval, Yue Cao, Mingsheng Long, Jianmin Wang, Han Zhu, Qingfu Wen, AAAI Conference on Artificial Intelligence (AAAI), 2016
* `lib/DHN`: Deep Hashing Network for Efficient Similarity Retrieval, Han Zhu, Mingsheng Long, Jianmin Wang, Yue Cao, AAAI Conference on Artificial Intelligence (AAAI), 2016

## Contacts
Maintainers of DeepSearch:
* Yue Cao, Email: caoyue10@gmail.com