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2017 GTC San Jose

S7402 - Transfer Learning and Dealing with Small Dataset Problems

Session Speakers
Session Description

We'll discuss aspects of working with small training datasets. For example, man-made objects or tourist attractions with classifier adaptation to user-generated pictures, choosing alternative last layer for Inception v3 convolutional net and how transfer learning is applied. Also, we will investigate a number of aspects of weights initialization in deep convolutional nets.


Additional Session Information
Beginner
Talk
Deep Learning and AI Tools and Libraries
Media & Entertainment
25 minutes
Session Schedule