jo-jstrm / Damaged-Package-Detection

This is an object detection application for damaged packages based on state-of-the-art object detection frameworks
MIT License
11 stars 2 forks source link
computer-vision deep-learning jetson-nano object-detection ssd yolov4

Pandemic Package: Detect Damaged Packages with a Jetson Nano :book:

License: MIT

Welcome to the repository of our group "Pandemic Package", a project in the course Artificial Intelligence in Service Systems - Applications in Computer Vision that took place during the summer term 2021 at Karlsruhe Institute of Technology. See the course website for additional information.

This repository includes an object detection application for damages of packages based on state-of-the-art object detection frameworks. It is geared towards deployment on a Jetson Nano for on-edge inference.

Example Detection

Documentation

The ReadMe files do not belong to our Documentation. We used Sphinx for a detailed documentation of our project, the system and the code itself. Please follow these steps to view the documentation as html files on your local machine :

  1. Clone this Repo
  2. Open the index with a browser of your choice.

Alternatively, you can download a PDF version of the documentation here.

Final Presentation

Our final presentation is stored in the docs folder.

Data

All images and annotations are stored in BwCloud.

Tutorials for Users & Developers

Moved here

License

We use the MIT license, find it here.