Artificial Intelligence By Example

Circular DQN-CRLMM – a stream-like system that never starts nor ends

A linear stream of a conveyor line has been converted into a circular process. The DQN-CRLMM solution:

• Captures a frame of the output of the cutting section with a webcam and a CNN-CRLMM
• Analyses the load (histograms of each sewing section) with the CRLMM
• Optimizes the sewing stations with an MDP

The following graph represents the process:

Circular DQN-CRLMM

Let's explore these steps in more detail.

Step X: When the following frame arrives, the CRL-CNN is activated:

CRL-CNN ...