Image Enhancement in Low-Light Conditions

As a partial fulfillment for Deep Learning, AI5100, we took up a low-light image enhancement task using a deep learning-based method called Zero-Reference Deep Curve Estimation(Zero-DCE).

Quantitative Comparison between different frameworks

The idea is to use carefully formulated non-reference loss functions to convert the light enhancement as an image-specific curve estimation task.