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bresenham-algorithm

Python implementation of Bresenham's Algorithm for line generation

cifar-10-convolutional-neural-network

Supporting materials for workshop, 28th July 2018

deepmusicvstyle

Code repo for ICME 2020 paper "Style-Conditioned Music Generation". VAE model that allows style-conditioned music generation.

gaussian-mixture-model-and-expectation-maximization-using-numpy

GMM and EM algorithm from scratch using Python and Numpy

humancounter

Human counting system with Python.

image-steganography-using-lsb-and-xor-operation-on-msb

Python implementation of the research paper "Simple and Secure Image Steganography using LSB and Triple XOR Operation on MSB"

infogan_tensorflow2.0

Quick Tensorflow 2.0 implementation of InfoGAN trained on MNIST.

kaggle-dogs-vs-cats

An attempt to implement AlexNet for solving Dogs vs Cats dataset

kaggle-plant-seedlings-classification

My solution to the Plant Seedlings Classification problem on Kaggle

kcg-ml-image-pipeline

lenet-mnist

Training LeNet on MNIST and testing it on real-life images, for fun..... and educational purposes~

nft_template

Simple NFT deployment template.

opencv-superres-react

OpenCV's image super resolution frontend using ReactJS and Flask

pixelrnn

Accompanying repo for the O'Reilly Article, `Using Tensorflow to Generate Images with PixelRNNs`

simple-music-char-rnn

A simple char-rnn LSTM model to compose expressive music melody implemented in Tensorflow

street_view_house_numbers

CNNs for recognizing and detecting multi-digit sequence in the svhn dataset, implemented in Keras using Tensorflow backend

takumi

twitter-sentiment-analysis-flask-app

vae-gan-autoencoding-beyond-pixels-using-a-similarity-metric

Simple Tensorflow implementation of the paper Autoencoding Beyond Pixels Using a Similarity Metric

variational-autoencoder-for-texts

Loose implementation of Gerating Sentences from a Continuous Space using Tensorflow

variational-recurrent-auto-encoders

Tensorflow implementation of https://arxiv.org/abs/1412.6581

video-quality

Video quality metrics, reference implementation in python: VIF, SSIM, PSNR, ...