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apply roi tanh warping in tensorflow for face parsing

Project description

roi_tanh_warping_tensorflow

This is a tensorflow re-impelementation of the Face Parsing With RoI Tanh-Warping paper published at CVPR 2019. This is intended to be used for face-parsing training in tensorflow.

Install

you can use pip install roi-tanh-tensorflow

How to use

The main function to call from src.tanh_warper is apply_roi_tanh_warping. This function works as follows

from roi_tanh.tanh_warper import apply_roi_tanh_warping

apply_roi_tanh_warping(image: np.ndarray, label: np.ndarray, size:Tuple[int])

The expected input are a single image and its corresponding label.

run a unit test

python -m src.roi_tanh.tanh_warper --unit_test

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