GAN for getting a high-exposed image from a low-exposed image

[pskeshu]

We want to reduce exposure time of camera, but that would mean lesser time for collection of photons, resulting in a dimmer image.

We would like to train a GAN on pairs of {high exposure => ground truth, low exposure => input}.

This should help us reduce exposure time globally, and improve system latency.

Also, we reduce the destructive experimental burden on any given cell by reducing photon exposure.