The Conference for Machine Learning Innovation

Smaller, Faster, Cheaper: CNN Optimisation Techniques in Object Detection

Session
Join the ML Revolution!
Register until August 12:
✓ML Intro Day for free
✓Save up to $380
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Join the ML Revolution!
Register until August 12:
✓ML Intro Day for free
✓Save up to $380
Register Now
Join the ML Revolution!
Register until August 19:
✓ML Intro Day for free
✓Save up to €490
Register Now
Join the ML Revolution!
Register until August 19:
✓ML Intro Day for free
✓Save up to €490
Register Now
Join the ML Revolution!
Register until the conference starts:
✓ 2-in-1 conference special
✓ 10 % Team Discount
Register Now
Join the ML Revolution!
Register until the conference starts:
✓ 2-in-1 conference special
✓ 10 % Team Discount
Register Now
Infos

There are different cases when you want to reduce your model size and hardware utilization.
Our case revolves around optimizing the cloud by identifying a sensible trade-off between
computation costs and model quality when dealing with a large amount of simultaneously
working neural networks. We want to better understand the comparisons and combinations with
tested approaches like distillation, pruning, and quantization.

This Session Diese Session Take me to the current program of . Hier geht es zum aktuellen Programm von Singapore Singapore , Berlin Berlin or oder Munich Munich .

Behind the Tracks