Programming - jungwonkang/references GitHub Wiki

Python

• Ways for visualizing data (in Korean)

• Python 3 module of the week

• Python data science handbook

• Scipy lecture notes

• pythonspot.com

• Python course

• Python studio (in Korean)

Python - Utility

• Imgaug: python-based data augmentation library

PyTorch

• Link

Tensorflow

• Simple function module with tensorflow C API

• Awesome tensorFlow

Articles from cv-tricks

• Quick complete Tensorflow tutorial to understand and run Alexnet, VGG, Inceptionv3, Resnet and squeezeNet networks
• TensorFlow Tutorial: 10 minutes Practical TensorFlow lesson for quick learners
• A quick complete tutorial to save and restore Tensorflow models
• Tensorflow Tutorial 2: image classifier using convolutional neural network
• Image Segmentation using deconvolution layer in Tensorflow
• Breaking deep learning with adversarial examples using tensorflow
• Keras tutorial: practical guide from getting started to developing complex deep neural network
• Fine-tuning convolutional neural network on own data using keras tensorflow

Building C/C++

• How to Build a CMake-Based Project
• Learn CMake's Scripting Language in 15 Minutes
• CMake Tutorial (JohnLamp.net)

C/C++

• SoEN:Software Engineering (in Korean)

ROS

• [ROS Tutorials] Tensorflow image recognition in 5 steps with ROS development studio

• The Construct Sim

  • The Construct Sim
  • The Construct
  • The NASA Curiosity Rover ROSject

• ROS courses

• Programming for robotics (ROS) (ETH)

• ROBOTIS OpenSourceTeam