Skip to content
/ DCGH Public

The official codebase for `Deep Collaborative Graph Hashing for Discriminative Image Retrieval`

Notifications You must be signed in to change notification settings

JalinWang/DCGH

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

1 Commit
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Deep Collaborative Graph Hashing for Discriminative Image Retrieval

This is the official codebase for Deep Collaborative Graph Hashing for Discriminative Image Retrieval.

REQUIREMENTS

requirements.txt contains libraries used in my environments. Though other versions may also work, I have no time to test and can't guarantee any of that.

DATASETS

  1. CIFAR-10

  2. NUS-WIDE Password: uhr3

  3. MIR-Flickr 25K version

The structure of the project files should go as follows.

.
├── data
│   ├── cifar10.py
│   ├── data_loader.py
│   ├── flickr25k.py
│   ├── imagenet.py
│   ├── __init__.py
│   ├── nus_wide.py
│   └── transform.py
├── dataset
│   ├── cifar-10-batches-py
│   │   ├── batches.meta
│   │   ├── data_batch_1
│   │   ├── data_batch_2
│   │   ├── data_batch_3
│   │   ├── data_batch_4
│   │   ├── data_batch_5
│   │   ├── readme.html
│   │   └── test_batch
│   ├── Flickr
│   │   ├── database_label.txt
│   │   ├── db_image.txt
│   │   ├── mirflickr
│   │   │   ├── im21110.jpg
│   │   │   └── ......
│   │   ├── test_image_m.txt
│   │   └── test_label.txt
│   └── NUS-WIDE
│       ├── database_img.txt
│       ├── database_label_onehot.txt
│       ├── database_label.txt
│       ├── images
│       │   ├── 0068_2569963337.jpg
│       │   └── ......
│       ├── img_tc10.txt
│       ├── README.md
│       ├── targets_onehot_tc10.txt
│       ├── targets_tc10.txt
│       ├── test_img.txt
│       ├── test_label_onehot.txt
│       └── test_label.txt
├── logs
├── main.py
├── modules
│   ├── ae.py
│   ├── alexnet.py
│   ├── gcn
│   │   ├── layers.py
│   │   └── models.py
│   ├── __init__.py
│   ├── loss.py
│   ├── mlp.py
├── README.md
├── requirements.txt
├── run.py
└── utils
    ├── evaluate.py
    └── __init__.py

About

The official codebase for `Deep Collaborative Graph Hashing for Discriminative Image Retrieval`

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages