Open Source Self Driving Car Initiative's Projects
A DVswitch replacement basing on GStreamer.
gvnn: Geometric Vision with Neural Networks
A repository of IPs for hardware computer vision (FPGA)
Deep Translation and Rotation Equivariance
Locates and tracks the position of lane lines (and the car) in dashcam video.
homography tracking
Image augmentation for machine learning experiments.
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Invisible Highway is an experiment in controlling physical things in the real world by drawing in AR. Simply make a pathway along the floor on your phone and the robot car will follow that path on the actual floor in your room. A custom highway with scenery is generated along the path to make the robots a little more scenic on your phone screen.
This repository contains IPython notebooks that I have written.
Light-weighted neural network inference for object detection on small-scale FPGA board
Raspberry Pi Camera Module Multiplexer
Raspberry Pi Camera Module V2 Multiplexer
Example of vehicle for Simulator https://content.lgsvlsimulator.com/vehicles/jaguarxe2015/
Real-Time Video Segmentation on Mobile Devices with DeepLab V3+, MobileNet V2
An educational AI robot based on NVIDIA Jetson Nano.
Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and Jetson TX1/TX2.
JeVois smart machine vision framework
JeVois base collection of algorithms and modules
Fast Odometry and Scene Flow from RGB-D Cameras based on Geometric Clustering
MPEG1 Video Decoder in JavaScript
The first cross-platform collaborative AR app (for doodling)
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
Code repository of the paper Neural circuit policies enabling auditable autonomy published in Nature Machine Intelligence
Neural network visualization toolkit for keras
Example project for integration of the Kickflip Android SDK for super easy live broadcasts. https://kickflip.io
A car detection model implemented in Tensorflow.