Neural-Image-Compression-using-BAR

There is no need for GPU to train.
This is draft README.md, it might have insufficient information.
If you want to get more info, please open the issues.

Installation

Step 1 Download this repo.

git clone https://github.com/jeju-ticket/Neural-Image-Compression-using-BAR.git

Step 2 Install the requirements. I recommend to install this requirements on your virtual environment.

pip install -r requirements.txt

Usage

Anchor (Image based)

python anchor.py

Block-based Compression

python block_based.py --block 128    # for 2N==128 (We adopted)
python block_based.py --block 128    # for 2N==256

BAR (Block based Adaptive Resizing) (Proposed)

python BAR_ver3.py --block 128    # for 2N==128 (We adopted)
python BAR_ver3.py --block 128    # for 2N==256