Mazurel / DPR

Code for Deep Single-image Portrait Image Relighting

DPR wrapper

This is a simple wrapper around: Deep Single-Image Portrait Relighting [Project Page]
Hao Zhou, Sunil Hadap, Kalyan Sunkavalli, David W. Jacobs. In ICCV, 2019

Using as a module

Currently this project cannot be used as normal Python module. To use it, you will need to clone it directly into your source code.

I hope to fix it soon.

Usage

from DPR import DPR_512

IMAGE = "test.png"

dpr = DPR_512()
input_image, output_image = dpr.random_relighten(IMAGE)

# Now images represented as numpy arrays are in proper variables.
# For example, you can use them like so:

form matplotlib import pyplot as plt
plt.figure("Before")
plt.imshow(input_image)
plt.figure("After")
plt.imshow(output_image)
plt.show()

Examples can also be found in:

• transform_512.py
• transform_1024.py