Object Detection

Basics

• The usage of Machine Vision to recognise objects
• Typically uses standard cameras, but some systems use other methods in conjunction such as laser dot grids (like the xbox kinect etc)

Example

• Detecting a toy airplane with Tensorflow - [[1]]
• From there, how to use with AR? Need integration - AR SDKs.
• AR Software Development Kits - https://opensource.com/article/18/6/open-source-augmented-reality-sdks
  • ARToolKit - uses Python

Tensorflow - OSS by Google

• An open source object detection and recognition/naming software
• Has two versions, the more intense Tensorflow , for pc's and render farms, and Tensorflow Lite

https://towardsdatascience.com/is-google-tensorflow-object-detection-api-the-easiest-way-to-implement-image-recognition-a8bd1f500ea0

COCO

COCO dataset - common objects in context.

See Also

• 3D Scanner
• Cobot
• Automated Sorting of Mixed Recyclables

Useful Links

• A Dedicated Device with an Arduino camera module level Camera, and an AI Dedicated Chip + IO