Tools and toys for working with the coral TPU

Command line tool for capturing video with the Google Coral EdgeTPU camera module. Akin to raspivid for the Raspberry Pi.

Easily build a customizable, ready to use Docker Image for some AI/Data Science/Deep Learning experiments.

High FPS live stream Raspberry Pi cam with object detection by Google Coral EdgeTPU

use edgetpu_compiler from anywhere with docker

Retrain an existing COCO model, and output it with Tensorflow Lite. Shows how to do quantization so you can use it with for example Coral USB Accelerator.

Coral TPU, Haar, AprilTag, Caffe, Object Detection with ROS publisher and Flask MJpeg Stream

Face Recognition using Coral USB Accelerator, Flask and SocketIO.

Hardware used for the Teachable Camera project

Real-time portrait segmentation for mobile devices

This work consists of designing a miniature autonomous car that can follow a road, detect signalisations and obstacles.

The AI based camera focus controller for dogcam

This example will help you deploy a streaming camera feed with realtime people detection using the Coral Edge TPU for on-device ML inferencing.

A simple and real-time traffic monitoring solution using TensorFlow and OpenCV.

Comparative of the performance of computer vision models designed by hand and models designed using Hardware-Aware Neural Architecture Search (HW-NAS)

A simple docker image to use with the Coral USB TPU: Use this image as a starting point.

Raspberry Pi and Coral TPU based Dalek automation - enables the Dalek to recognise friends and foes and either welcome or shout at them. Includes convincing dalek voice and integrates with dome and iris lights and servo to provide additional scares...

Work in the form of a research internship at TUM. Consists of benchmarking the inference of ML models on different hardware.

Wheat Detection + Edge Device for Agrobot

Multiple node apps, as well as a react app, which can be utilized through the nstrumenta web app and the module system, connected through the nst send and subscribe features.