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) | |||
=Tensorflow - OSS by Google= | =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 | https://towardsdatascience.com/is-google-tensorflow-object-detection-api-the-easiest-way-to-implement-image-recognition-a8bd1f500ea0 | ||
=COCO= | |||
[[COCO]] dataset - common objects in context. | [[COCO]] dataset - common objects in context. | ||
=Luminoth - OSS= | =Luminoth - OSS= | ||
<html><iframe width="560" height="315" src="https://www.youtube.com/embed/CAYn6A1zsrw" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe></html> | <html><iframe width="560" height="315" src="https://www.youtube.com/embed/CAYn6A1zsrw" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe></html> | ||
Revision as of 20:04, 7 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)
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