This repository contains code to build the networks in "Deep Learning for Camera Autofocus" by Chengyu Wang, Qian Huang, Ming Cheng, Zhan Ma and David J. Brady.
(Last updated on: Dec 15, 2020)
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model_calibration.m
Matlab code to calibrate the model given two images.
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estimator_discriminator.py
Keras code to build the estimator and the discriminator in the AF pipeline.
The images used in training can be found:
CLIC dataset: http://www.compression.cc/2018/challenge/
DIV2K dataset: https://data.vision.ee.ethz.ch/cvl/DIV2K/
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rl-agent
Implementation of the reinforcement agent