Jonathan Choi's repositories
nirvana-gesture
Interactive User Interface using Hand Position Gesture Recognition based on Tensorflow.js with React.js.
Brain-Diseases-Classifier-ML
Research about classification of Brain diseases between 'Alzheimer's Disease', 'Mild Cognitive Impairment', 'Cognitive Normal' with various Machine Learning models.
Lung-CT-Classifier
Research for Classification of lung cancer with the dataset of Lung_CT by Tensorflow2.0.
Alzheimer-Analysis-by-MLE
Analysis about univariate and bivariate MLE between the diagnosis group of 'Alzheimer's Disease', 'Mild Cognitive Impariment', and 'Cognitive Normal'.
Computer-Vision-Paper-Reviews
Computer Vision Paper Reviews with Key Summary of paper, End to End Code Practice and Jupyter Notebook converted papers
ETRI_Segmentation
Semantic Segmentation for Art Domain with Semi-Supervised Learning with Transformer Backbone.
kmeans_em_segmentation
Grayscale image segmentation with KMeans and Gaussian Mixture Model Algortithm
neuralverse
Beyond the State of the Arts: Share more, Compare more, Edit Easy, Create your own model. End to End Deep-Learning OPS
padmasambhava
“You don’t have to be a philosopher; you just have to want to know who you are”
awesome_lists
Awesome Lists for Tenure-Track Assistant Professors and PhD students. (助理教授/博士生生存指南)
BasicSR
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
bindsnet
Simulation of spiking neural networks (SNNs) using PyTorch.
GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
HAT
Arxiv2022 - Activating More Pixels in Image Super-Resolution Transformer
linear-algebra-1
Linear Algebra with JavaScript
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Parametric-Leaky-Integrate-and-Fire-Spiking-Neuron
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks
python-barcode
㊙️ Create standard barcodes with Python. No external dependencies. 100% Organic Python.
Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
SNN_Calibration
Pytorch Implementation of Spiking Neural Networks Calibration, ICML 2021
snntorch
Deep and online learning with spiking neural networks in Python
Spike-Element-Wise-ResNet
Deep Residual Learning in Spiking Neural Networks
spikformer
spiking transformer
SRGAN-PyTorch
A simple and complete implementation of super-resolution paper.
torchscale
Transformers at any scale
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite