Bit plane slicing data augmentation
Zeroize bit planes in 8-bit color images as a form of image augmentation. Bit plane slicing has previously been used for image compression.
$ git clone https://github.com/deanwetherby/bit-plane-slicing$ cd bit-plane-slicing$ python3 -m venv venv$ source venv/bin/activate(venv) $ python -m pip install --upgrade pip setuptools wheel(venv) $ python -m pip install -r requirements.txt
(venv) $ python main.py -husage: main.py [-h] [-i INPUT] [-o OUTPUT] [-p PLANE [PLANE ...]]optional arguments:-h, --help show this help message and exit-i INPUT, --input INPUTInput image path-o OUTPUT, --output OUTPUTOutput image path-p PLANE [PLANE ...], --plane PLANE [PLANE ...]Space separated list of bit planes to zeroize
original image.jpg
(venv) $ python main.py --input images/image.jpg --output images/output_0.jpg --plane 0
(venv) $ python main.py --input images/image.jpg --output images/output_1.jpg --plane 1
(venv) $ python main.py --input images/image.jpg --output images/output_2.jpg --plane 2
(venv) $ python main.py --input images/image.jpg --output images/output_3.jpg --plane 3
(venv) $ python main.py --input images/image.jpg --output images/output_4.jpg --plane 4
(venv) $ python main.py --input images/image.jpg --output images/output_5.jpg --plane 5
(venv) $ python main.py --input images/image.jpg --output images/output_6.jpg --plane 6
(venv) $ python main.py --input images/image.jpg --output images/output_7.jpg --plane 7
