amrakibulhasan Goto Github PK

image-captioning-with-deep-learning-and-nlp

An image captioning model that uses flickr8k dataset with Deep learning and NLP

image-generation-models

Generative models (GAN, VAE, Diffusion Models, Autoregressive Models) implemented with Pytorch, Pytorch_lightning and hydra.

image-generator

Generated entirely new images of handwritten digits using GAN (Generative Adversarial Networks).

image_processing

image-processing exercises.

implementation-of-dcgan-to-generate-images-from-noise

Trained a DCGAN to generate images from noise. Used the MNIST database to learn the GAN network and VGG16 as a discriminator.

improved-bengali-image-captioning-via-deep-convolutional-neural-network-based-encoder-decoder-model

This repository contains the code and data for the paper "Improved Bengali Image Captioning via deep convolutional neural network based encoder-decoder model" accepted in "International Joint Conference on Advances in Computational Intelligence (IJCACI 2020)"

improved-gan

Code for the paper "Improved Techniques for Training GANs"

improved-gan-pytorch

Implemenation of Semi-Supervised Learning using GANs in PyTorch for MNIST and CIFAR-10 datasets

improvedgan-pytorch

Improved Techniques for Training GANs for cifar10 dataset

improving-consumer-retailer-connectivity

Data mining course project

info-gan

Implementation Info-GAN in pytorch

infogan

InfoGAN Implementation in PyTorch

infogan-1

A demo script explaining InfoGAN on MNIST Dataset

infogan-10

InfoGAN paper implementation project

infogan-11

Pytorch implementation of Info-GAN

infogan-12

infoGAN in tensorflow2.0

infogan-13

Infogan 수식과 코드구현

infogan-14

Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets

infogan-2

PyTorch implementation of InfoGAN

infogan-3

An InfoGAN implementation on Pytorch

infogan-4

Pytorch implementation of the InfoGAN model

infogan-5

This is one type of Generative Adversarial Neural Network

infogan-6

infogan-7

infogan-8

GAN

infogan-9

InfoGAN code

infogan-coursera-deep-learning

My notes / works on deep learning from Coursera

infogan-implementation

For a class project I had to implement an Information Maximized GAN and this was my attempt

infogan-infotheory

This repository shows the building of an infoGAN algorithm along with a discussion of the use of information theory in Chen et al. (2016).

infogan-keras

Implementing the InfoGAN architecture in Keras for learning about disentangled representation of salient features of input images in a completely unsupervised manner.