Machine learning image database

This section provides a set of image data that can be used as an input for machine learning algorithms. For every object there are numerous images took in various positions. Every item is labelled.

Labelling convention of files in archives:

<object name>_<object type>_<object state>_<GUID>.jpg

Object name is a general object group name (e.g. screw), object type is a subclass of objects, object state tells if a part has any damages (NOK) or is in a good state (OK). GUID is an unique identifier for every image.

Pictures below are taken automatically as a first part of a project aiming to teach artificial intelligence our world. If you had any ideas how to improve the input for artificial neural networks please let us know writing an email (contact@amnis.ai) or commenting below. Maybe you want to contribute?

 

ZIP archive linkObject nameObject typeObject state
ScrewScrewPhillipsOK
ScrewPhillipsOK
ScrewPhillipsOK
ScrewPhillipsOK
ScrewPhillipsOK
ScrewPhillipsOK
ScrewPhillipsOK
ScrewPhillipsOK
ScrewPhillipsOK
ScrewPhillipsOK

 

 

 

 

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