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Murari Mandal's Projects

distancegan icon distancegan

Pytorch implementation of "One-Sided Unsupervised Domain Mapping"

dltk icon dltk

Deep Learning Toolkit for Medical Image Analysis

dncnn icon dncnn

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

dncnn-pytorch icon dncnn-pytorch

PyTorch implementation of the TIP2017 paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

dncnn-tensorflow icon dncnn-tensorflow

:octocat::octocat:A tensorflow implement of the paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

dota-doai icon dota-doai

This repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.

drrn_cvpr17 icon drrn_cvpr17

Code for our CVPR'17 paper "Image Super-Resolution via Deep Recursive Residual Network"

dw2tf icon dw2tf

Darknet Weights to TensorFlow

enet icon enet

ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation

exclusively-dark-image-dataset icon 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.

face2face-demo icon face2face-demo

pix2pix demo that learns from facial landmarks and translates this into a face

fastai icon fastai

The fast.ai deep learning library, lessons, and tutorials

fastannotationtool icon fastannotationtool

A tool using OpenCV to annotate images for image classification, optical character reading, ...

fc-densenet icon fc-densenet

Fully Convolutional DenseNets for semantic segmentation.

fewshotlearning icon fewshotlearning

Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"

fgsegnet icon fgsegnet

FgSegNet: Foreground Segmentation Network, Foreground Segmentation Using a Triplet Convolutional Neural Network for Multiscale Feature Encoding

fgsegnet_v2 icon fgsegnet_v2

FgSegNet_v2: "Learning Multi-scale Features for Foreground Segmentation.” by Long Ang LIM and Hacer YALIM KELES

gandissect icon gandissect

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

ganhacks icon ganhacks

starter from "How to Train a GAN?" at NIPS2016

gnet-pose icon gnet-pose

Source code release of the paper: Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation.

home-assistant icon home-assistant

:house_with_garden: Open-source home automation platform running on Python 3

hue icon hue

Hue will help you to print awesomely in terminals.

iccv17learning icon iccv17learning

Github Code repo for the ICCV17 paper: 'Learning from Video and Text via Large-Scale Discriminative Clustering'

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