Edmund's repositories
awesome-pytorch
Awesome PyTorch
awesome-visual-slam
:books: The list of vision-based SLAM / Visual Odometry open source, blogs, and papers
crowdcount-mcnn
Single Image Crowd Counting via MCNN (Unofficial Implementation)
CycleGAN
Tensorflow implementation of CycleGANs
deep-learning-book
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
DeepLearningFlappyBird
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
DeepLearningStars
Top Deep Learning Projects based on their Stars!
deepschool.io
Deep Learning tutorials in jupyter notebooks.
Dynamic-Tensorflow-Tutorial
Tensorflow tutorial of building different dynamic recurrent neural network
improved-gan
code for the paper "Improved Techniques for Training GANs"
keras
Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.
keras-resources
Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
Multilabel-timeseries-classification-with-LSTM
Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.
notes
Technical Notes On Using Data Science & Artificial Intelligence To Fight For Something That Matters.
pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
python-machine-learning-book
The "Python Machine Learning" book code repository and info resource
R-FCN
R-FCN: Object Detection via Region-based Fully Convolutional Networks
really-awesome-gan
A list of papers on Generative Adversarial (Neural) Networks
self-driving-car-1
Udacity Self-Driving Car Engineer Nanodegree
simulated-unsupervised-tensorflow
TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"
Stock-Prediction-Models
Gathers machine learning and deep learning models for Stock forecasting, included trading bots and simulations
tensorflow-convlstm-cell
A ConvLSTM cell with layer normalization and peepholes for TensorFlow's RNN API.
TensorFlow-on-Android-for-Human-Activity-Recognition-with-LSTMs
iPython notebook and Android app that shows how to build LSTM model in TensorFlow and deploy it on Android
Tensorflow-Programs-and-Tutorials
Implementations of CNNs, RNNs, GANs, etc
tf-Faster-RCNN
TensorFlow implementation of Faster R-CNN
the-gan-zoo
A list of all named GANs!
WebPlotDigitizer
HTML5 based online tool to extract numerical data from plot images.
yolov2
YOLOv2 Implementation in Tensorflow (~70%) and Keras (~30%). Allowing to experience in various object detectors ( NASnet, MobileNet )