OpenDataCam 2.0 – An open source tool to quantify the world

2019 Sep

OpenDataCam is a tool that helps to quantify the world. It’s here for everyone to use! With computer vision OpenDataCam understands and quantifies moving objects. The simple setup allows everybody to become an urban data miner.

Changelog 2.0:

  • Now runs on all Jetson’s boards (also the Nano for $100)
  • New/polished interface
  • Export data directly via API (that opens up the door for more artistic things)
  • New website!

See app demo below and for more information and how to make one please visit the links:

OpenData.Cam Project Website
OpenDataCam on Github

Features

How can OpenDataCam see? – OpenDataCam consists of a camera attached to a mini computer. It’s running an object detection algorithm that counts and tracks moving objects. The board is equipped with a GPU, which allows it to process many parallel image threads at once. The perfect tool for image analysis and video processing.
How can OpenDataCam see? – OpenDataCam consists of a camera attached to a mini computer. It’s running an object detection algorithm that counts and tracks moving objects. The board is equipped with a GPU, which allows it to process many parallel image threads at once. The perfect tool for image analysis and video processing.
Yolo – On the software side OpenDataCam is running YOLO, an object detection library. YOLO is trained to detect objects in images. The attached camera feeds YOLO with a video, YOLO then outputs all objects in each frame.
Yolo – On the software side OpenDataCam is running YOLO, an object detection library. YOLO is trained to detect objects in images. The attached camera feeds YOLO with a video, YOLO then outputs all objects in each frame.
Housing – OpenDataCam is not tied to a specific housing, instead you can design your own or use an already existing casing. We used the Wildlife Cam Casing by Naturbytes to protect the hardware in the wild. Have a look at this tutorial to see how the set up the the Jetson NANO in the Wildlife Cam Casing.
Housing – OpenDataCam is not tied to a specific housing, instead you can design your own or use an already existing casing. We used the Wildlife Cam Casing by Naturbytes to protect the hardware in the wild. Have a look at this tutorial to see how the set up the the Jetson NANO in the Wildlife Cam Casing.
You own the data! OpenDataCam is not connected to the cloud, you’re in full control of when to gather it. Via the interface you can specify which areas of the picture objects should be counted. Also the camera tracks how things move through the frames. Via an easy export function you can access the tally and traces and use it in any thinkable way. Going all-in? Use the API to get access to the raw data points.
You own the data! OpenDataCam is not connected to the cloud, you’re in full control of when to gather it. Via the interface you can specify which areas of the picture objects should be counted. Also the camera tracks how things move through the frames. Via an easy export function you can access the tally and traces and use it in any thinkable way. Going all-in? Use the API to get access to the raw data points.

Ethics

Transparency – The discussion around the use of artificial intelligence in public space is ongoing. We believe OpenDataCam is a contribution to this discussion, as it offers an offline, transparent, thus privacy respecting alternative. Paramount to the open source access is the responsible use of this technology we request from every user.
Transparency – The discussion around the use of artificial intelligence in public space is ongoing. We believe OpenDataCam is a contribution to this discussion, as it offers an offline, transparent, thus privacy respecting alternative. Paramount to the open source access is the responsible use of this technology we request from every user.
Privacy – As OpenDataCam is an experimental prototype with public facing applications, privacy is something we tried to bake into the design of the tool. After getting in touch with Sensor Labs privacy label, we’re currently finding ways to apply the label to OpenDataCam.
Privacy – As OpenDataCam is an experimental prototype with public facing applications, privacy is something we tried to bake into the design of the tool. After getting in touch with Sensor Labs privacy label, we’re currently finding ways to apply the label to OpenDataCam.

App Demo Screen Recording