The 10th Israel Machine Vision Conference (IMVC) took place on March 18, 2019 at Pavilion 10, EXPO Tel Aviv.
Itamar Friedman spoke at a conference on “AutoML – Towards “CV as a Service”.
Manual network architecture search and hyper-parameter tuning of neural network based algorithms could be a very interesting task but also arduous. In this talk, we will present two novel methods developed in our lab for automating the network architecture search. With these methods, we are able to reach SotA results on various classification datasets within 1 GPU day per dataset. Are we heading towards a “CV as a Service” era?
Itamar (一塔) Friedman is a director at Alibaba Israel Machine Vision Lab, leading teams to create innovations for Alibaba’s diverse ecosystems. Itamar was the CTO of Visualead, a startup developing cutting-edge machine vision O2O technologies acquired by Alibaba. Itamar holds a BSc in Electrical Engineering (Summa Cum Laude) and an MSc in Computer Vision and Machine Learning from the Technion.
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