Object Detection: Difference between revisions
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=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 - [[https://towardsdatascience.com/building-a-toy-detector-with-tensorflow-object-detection-api-63c0fdf2ac95]] | |||
*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. | |||
=Luminoth - OSS= | |||
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=See Also= | |||
*[[3D Scanner]] | |||
*[[Cobot]] | |||
*[[Automated Sorting of Mixed Recyclables]] | |||
=Useful Links= | |||
*[https://www.dfrobot.com/product-1922.html?search=huskylens&description=true A Dedicated Device with an Arduino camera module level Camera, and an AI Dedicated Chip + IO ] | |||
Latest revision as of 22:18, 10 April 2020
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
COCO
COCO dataset - common objects in context.
Luminoth - OSS