Object Detection: Difference between revisions
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*The usage of [[Machine Vision]] to recognise objects | *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) | *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]] | |||
=Tensorflow - OSS by Google= | =Tensorflow - OSS by Google= | ||
Revision as of 20:06, 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)
Example
- Detecting a toy airplane with Tensorflow - [[1]]
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