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Results of Training the Customised Network

A project log for Understanding and Designing 'Neural' Networks

How does a neural network work and how can we improve them for individual cases?

capt-flatus-oflahertyCapt. Flatus O'Flaherty ☠ 12/12/2018 at 13:570 Comments

I trained my first customised network, as designed in the previous log, on an Amazon AWS GPU and successfully got convergence, which means the network does work:

Training took about 3.5 hours and it got an mAP (val) (mean actual precision) of about 10, which is not particularly good, but it's a good start. It's very possible that if I had kept on training that this might have continued to slowly increase, but my budget for this session was $10, so it had to stop!

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