Quincy Lim's repositories
DeepMusicvStyle
Code repo for ICME 2020 paper "Style-Conditioned Music Generation". VAE model that allows style-conditioned music generation.
Street_View_House_Numbers
CNNs for recognizing and detecting multi-digit sequence in the svhn dataset, implemented in Keras using Tensorflow backend
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"
VAE-GAN-Autoencoding-Beyond-Pixels-Using-a-Similarity-Metric
Simple Tensorflow implementation of the paper Autoencoding Beyond Pixels Using a Similarity Metric
InfoGAN_Tensorflow2.0
Quick Tensorflow 2.0 implementation of InfoGAN trained on MNIST.
opencv-superres-react
OpenCV's image super resolution frontend using ReactJS and Flask
Variational-Autoencoder-for-Texts
Loose implementation of Gerating Sentences from a Continuous Space using Tensorflow
Bresenham-Algorithm
Python implementation of Bresenham's Algorithm for line generation
Variational-Recurrent-Auto-Encoders
Tensorflow implementation of https://arxiv.org/abs/1412.6581
CIFAR-10-Convolutional-Neural-Network
Supporting materials for workshop, 28th July 2018
Simple-Music-char-rnn
A simple char-rnn LSTM model to compose expressive music melody implemented in Tensorflow
Gaussian-Mixture-Model-and-Expectation-Maximization-using-NumPy
GMM and EM algorithm from scratch using Python and Numpy
HumanCounter
Human counting system with Python.
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
LeNet-MNIST
Training LeNet on MNIST and testing it on real-life images, for fun..... and educational purposes~
NFT_template
Simple NFT deployment template.
video-quality
Video quality metrics, reference implementation in python: VIF, SSIM, PSNR, ...