Mini-course: Learning architectures for visual object recognition

Tuesday, December 16, 2014 (All day)

Infotech Oulu Doctoral Program

Lecturer: Dr. Ross Girshick, University of California, Berkeley, USA & Microsoft Research Cambridge, UK

Schedule:

9:30-11:30 (lecture room TS101)

Overview of object detection methods
Deformable Part Models in Detail

13:00-16:00 (lecture room TS128)

Deep Convolutional Neural Networks for Recognition and Detection

  • Introduction to convolutional neural networks (basics and history
  • Image classification using deep convolutional networks
  • Object detection using deep convolutional networks
  • Relationship between Deformable Part Models and convolutional networks

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Last updated: 12.12.2014