pankii-09,github

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

capsnet-tensorflow

CapsuleNet Tensorflow

capsule-gan

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

capsule_network_tensorflow

Capsule Network implementation in Tensorflow

convolutional-handwriting-gan

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)

cyclegan_handwriting

Generate handwriting sentences using Deep learning

decoupled-style-descriptors

Code and data for ECCV 2020 paper Generating Handwriting via Decoupled Style Descriptors

devnagari-handwritten-word-recongition-with-deep-learning

Use Convolutional Recurrent Neural Network to recognize the Handwritten Word text image without pre segmentation into words or characters. Use CTC loss Function to train.

gan-auto-write

Generative Adversarial Network that learns to generate handwritten digits. (Learning Purposes)

gan-tutorial

Simple Implementation of many GAN models with PyTorch.

hands-on-deep-learning-algorithms-with-python

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

handwriting-generation

Implementation of handwriting generation with use of recurrent neural networks in tensorflow. Based on Alex Graves paper (https://arxiv.org/abs/1308.0850).

handwriting-generation-1

handwriting generation

handwriting_line_generation

Code for BMVC2020 paper "Text and Style Conditioned GAN for Generation of Offline Handwriting Lines"

handwriting_synthesis

Handwriting synthesis with deep sequence models. Reimplementation of the paper https://arxiv.org/abs/1308.0850

handwritten-digit-generation-using-dcgan

Generating handwritten digits using Deep Convolutional Generative Adversarial Network(DCGAN).

handwritten-text-recognition

A really simple way to train Text Recognition CRNN model with Tensorflow2 & Keras & IAM Dataset. Convolutional Recurrent Neural Network. CTC.

hindi-word-embeddings

effective word embeddings for the hindi language

line-segmentation-handwritten-doc

A star path planning algorithm based line segmentation of handwritten document

mammogram-project

Various implementation and analysis on MIAS Mammogram Dataset in Python

mias-mammography

Analysis of MIAS and DDSM mammography datasets

pectoral-muscle-removal-from-mammograms

Algorithm to segment pectoral muscles in breast mammograms

pytorch-mnist-celeba-cgan-cdcgan

Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset

research-ganwriting

Source code for ECCV20 "GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images"

scrabble-gan

Adversarial Generation of Handwritten Text Images

smart-library-to-load-image-dataset-for-convolution-neural-network-tensorflow-keras-

Smart Library to load image Dataset for Convolution Neural Network (Tensorflow/Keras)

tensorflow-mnist-cgan-cdcgan

Tensorflow implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Adversarial Networks (cDCGAN) for MANIST dataset.

tumor_detection

Detect and classify tumors from medical images

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