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Image Segmentation using Deep Learning with FastAI

February 23 @ 10:00 am - 12:00 pm

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Like many image processing problems, deep learning has brought many effective solutions to the task of image segmentation. This workshop will introduce you to the methods used in image segmentation, demonstrate how to prepare your own segmentation masks using Matlab, and guide you through performing image segmentation using the FastAI [fast.ai] Python library, which is built on the deep learning library PyTorch. Some familiarity with Python is expected, but no previous experience with FastAI or PyTorch is needed. The workshop will be done online via Zoom. We will run the code using Google Colab (with free-to-use GPUs), which requires a Google account.

Details

Date:
February 23
Time:
10:00 am - 12:00 pm
Event Category:

Venue

Your Desktop

Organizer

CSCAR
Phone:
734-764-7828
Website:
https://cscar.research.umich.edu/

Other

Register
Presenter(s)
Greg Teichert