High false alarm rates at step 100 for cascade training

asked 2017-12-25 19:54:20 -0500

I am training a 20 stage cascade for vehicles, however when training the later stages i noticed that the false alarm rate never drops below the required value and stops at the 100th step. It gets worse as the stages progress and even leaves me with ~0.9 false alarm rates at stage 100 which I believe would cause a drop in accuracy when it comes to using this cascade.

Is there anyway to increase the number of stages per stage? Or is there a way to rectify the issue of high false alarm rates.

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