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bimef

Code and data for the research paper "A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement" (Submitted to IEEE Transactions on Cybernetics)

deeplearning-models

A collection of various deep learning architectures, models, and tips

enlightengan

[Preprint] "EnlightenGAN: Deep Light Enhancement without Paired Supervision"

exclusively-dark-image-dataset

Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.

jed-method

low-light enhancement and denoising

kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DnCNN, FFDNet, SRMD, DPSR, MSRResNet, ESRGAN, IMDN

kind

Kindling the Darkness: a Practical Low-light Image Enhancer

kind_plus

Beyond Brightening Low-light Images

learning-to-see-in-the-dark

Learning to See in the Dark. CVPR 2018

mbllen

Code for “MBLLEN: Low-light Image/Video Enhancement Using CNNs”, BMVC 2018.

models

Models and examples built with TensorFlow

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

remotesensingimageanalysis

remotesensingmatching-deepmatching

Two remote sensing image matching of different sizes based on deep convolution matching algorithm（Deep Matching）

retinexnet

A Tensorflow implementation of RetinexNet

single-image-dehazing-four-methods

On the one hand, this project used two classic algorithm of contrast enhancement, homomorphic filtering and contrast limited adaptive histogram equalization to accomplish the task of image dehazing. On the other hand, from the perspective of degradation model, this project used two methods based on Dark Channel Prior algorithm.

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-learn

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

vital_release

VITAL: VIsual Tracking via Adversarial Learning

zero-dce

Zero-DCE code and model