Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research
Application Performance Optimization Summary
A technical report on convolution arithmetic in the context of deep learning
IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018
Public facing notes page
Keras code and weights files for popular deep learning models.
Code repository for Deep Learning with Keras published by Packt
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
EE227C (Spring 2018) Course page
Keras implementations of Generative Adversarial Networks.
Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
Machine learning resources
An mxnet implementation of Deconvolutional SSD
《Python Cookbook》 3rd Edition Translation
Single-Shot Refinement Neural Network for Object Detection
OCR, Scene-Text-Understanding, Text Recognition
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
deep transfer learning
Transfer learning for music classification and regression tasks
Resources and codes about transfer learning and domain adaptation--迁移学习
A platform to visualize the deep learning process.
YAD2K: Yet Another Darknet 2 Keras