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D. Esmail's Projects

handwriting-generation icon 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).

image_inpainting icon image_inpainting

'Image Inpainting for Irregular Holes Using Partial Convolutions' first tensorflow primary instance, fully implemented using tensorflow, without modifying the source code.

imageaugmentation icon imageaugmentation

Image augmentation for randomly rotating, shearing, translating and changing lighting conditions.

improved-gan icon improved-gan

Code for the paper "Improved Techniques for Training GANs"

inpainting-gmcnn-keras icon inpainting-gmcnn-keras

Keras implementation of "Image Inpainting via Generative Multi-column Convolutional Neural Networks" paper published at NIPS 2018

iris-python icon iris-python

Collection of iris classifcation program for teaching purpose

keras-image-ocr icon keras-image-ocr

How to train a Keras model to recognize variable length text | DLology

keras-transformer icon keras-transformer

Keras library for building (Universal) Transformers, facilitating BERT and GPT models

models icon models

Models and examples built with TensorFlow

ocr icon ocr

Tensorflow re-implementation of the recognition part the paper "Deep TextSpotter: An End-to-End Trainable Scene Text Localization and Recognition Framework"

ocr-convert-image-to-text icon ocr-convert-image-to-text

:clipboard: Python wrapper to grab text from all the images in a directory and save a subdirectory as text files using Tesseract Engine

overload-dos icon overload-dos

"Overload" is a python program that sends active connections to any target of some sort. It is used to perform a DoS/DDoS attack.

partialconv icon partialconv

A New Padding Scheme: Partial Convolution based Padding

pconv-keras icon pconv-keras

Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai

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