START

Create many CNN versions (particles)

Train each CNN for few epoch

Evaluate accuracy (fitness)

Find best particle (gBest)

Update each particle’s hyperameters

Train again with new setting

Is accuracy improving?

OUTPUT: Best CNN design

Yes → repeat update

No