cnn topic
action-recognition-using-3d-resnet
Use 3D ResNet to extract features of UCF101 and HMDB51 and then classify them.
alphago-zero-tictactoe-js
A game framework based on AlphaZero/TensorFlow.js runs in browser to demonstrate tic-tac-toe AI game. Use a pre-trained model or train from scratch. Ported from suragnair/alpha-zero-general (Python)
Neural-Networks
All about Neural Networks!
maxmin-cnn
Implementation of Paper: "MaxMin Convolution Neural Networks for Image Classfication" in Keras.
3d-mri-brain-tumor-segmentation-using-autoencoder-regularization
Keras implementation of the paper "3D MRI brain tumor segmentation using autoencoder regularization" by Myronenko A. (https://arxiv.org/abs/1810.11654).
yannpp
Deep Neural Network from scratch in C++ for learning purposes
deep-learning-roadmap
my own deep learning mastery roadmap
cnn-levelset
Source code for Kristiadi and Pranowo, 2017's "Deep Convolutional Level Set Method for Image Segmentation"
FSRCNN
Unofficial PyTorch implementation of FSRCNN (Fast Super-Resolution Convolutional Neural Network)
SpleeterRT
Real time monaural source separation base on fully convolutional neural network operates on Time-frequency domain.