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Jireh Jam's Projects

dfnet icon dfnet

Deep Fusion Network for Image Completion - ACMMM 2019

displacenet icon displacenet

Recognising Displaced People from Images by Exploiting Dominance Level - CVPR '19 Workshop on Computer Vision for Global Challenges (CV4GC)

ecnn icon ecnn

CNN to retrieve edge map of backround from a single scene with reflection.

edge-connect icon edge-connect

EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning. https://arxiv.org/abs/1901.00212

facegan icon facegan

Face completion using Generative Adversarial Networks

facegenkerasvae icon facegenkerasvae

Generating faces using a variational autoencoder in Keras with Tensorflow

fdpmnet icon fdpmnet

Fingerprint denoising using M-net based convolution neural network

fontgenerator icon fontgenerator

FontGenerator is an end-to-end system which generates handwritten characters with some font using conditional Generative Adversarial Network (C-GANs)

gan-keras icon gan-keras

Generative Adversarial Network Implementations in Keras

gan-sandbox icon gan-sandbox

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

gandissect icon gandissect

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

ganotebooks icon ganotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

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