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art-dcgan icon art-dcgan

Modified implementation of DCGAN focused on generative art. Includes pre-trained models for landscapes, nude-portraits, and others.

dcgan-pytorch icon dcgan-pytorch

PyTorch Implementation of DCGAN trained on the CelebA dataset.

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

dcgan_code icon dcgan_code

Deep Convolutional Generative Adversarial Networks

deeplpf icon deeplpf

Code for CVPR 2020 paper "Deep Local Parametric Filters for Image Enhancement"

edge-connect icon edge-connect

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

geo-blur icon geo-blur

In this code, re-implementation of geometric blur was done. The code is primarily in python with an invocation to C. David Lowe's sift keypoint detection is used. (His binary was used. For liecense agreement of sift refer http://people.cs.ubc.ca/~lowe/)

hifst icon hifst

Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes

inference icon inference

Reference implementations of inference benchmarks

inpainting icon inpainting

Python implementation of "Region Filling and Object Removal by Exemplar-Based Image Inpainting"

msbdn-dff icon msbdn-dff

The source code of CVPR 2020 paper "Multi-Scale Boosted Dehazing Network with Dense Feature Fusion"

msgan icon msgan

MSGAN: Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis (CVPR2019)

nice-gan-pytorch icon nice-gan-pytorch

Official PyTorch implementation of NICE-GAN: Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-unet icon pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

rfr-inpainting icon rfr-inpainting

The source code for CVPR 2020 accepted paper "Recurrent Feature Reasoning for Image Inpainting"

sean icon sean

SEAN: Image Synthesis with Semantic Region-Adaptive Normalization (CVPR 2020, Oral)

spatially-varying-blur-detection-python icon spatially-varying-blur-detection-python

python implementation of the paper "Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes" - cvpr 2017

unet icon unet

unet for image segmentation

vcnn_double-bladed icon vcnn_double-bladed

Vectorized implementation of convolutional neural networks (CNN) in Matlab for both visual recognition and image processing.

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