Name: Colin Shaw
Type: User
Company: @CedarStreetGarage @CompScienceClub @AuteurAudio
Bio: Machine learning / deep learning, motion control, path planning, robotics, electronics and more. Mainly Python, C/C++ and OCaml.
Location: Rogers, AR
Colin Shaw's Projects
Just a toy project looking at particle filters for localization using simulated lidar
Demo code for a presentation about math graph libs and their benefits
Some Jupyter notebooks having to do with training neural networks to reconstruct audio signals
Similar image detection service example using Python, Keras, TensorFlow, scikit-learn and OpenCV
Simple Flask deployment example for training and prediction using SVM on Iris data
Traffic sign recognition notebook for Udacity's self-driving car program
The AlexNet transfer learning lab for Udacity's self-driving car program
Book, articles and interesting things related to robotics
A Minimalist Ruby FIR Implementation
Hypersphere volume computation for low dimensionality using Monte Carlo techniques and threaded Ruby
The capstone project for Udacity's self-driving car program
The semantic segmentation elective project for Udacity's self-driving car program
Various fragments of code that are of merit to keep from Udacity's self-driving car program in term 3
Turn-in assignment for Udacity project detecting and tracking vehicles
A collection of resources that are interesting and/or useful for web development and/or pertain to web languages
Just a short and easy implementation using face_detection for multiple facial tracking in real time