IACS ComputeFest Workshop:
Deep Learning Part II

Wednesday, January 11, 2017
12:00 PM - 2:30 PM

Introduction to Computer Vision and Advanced TensorFlow 
The following topics will be covered: 

• Theory of Convolutional Neural Networks and Computer Vision (image classification, semantic-wise pixel segmentation, edge detection, etc.)
• TensorBoard visualization (graph, loss, accuracy, images, features)
• How to save/restore a trained model
• Tensor/Image manipulation (crop, resize, rotation, upscaling, etc.)

Pre-requisites:

The workshop will be based on TensorFlow, a Python Machine Learning library by Google.
Attendees should download and setup TensorFlow in advance of class:
https://www.tensorflow.org/versions/r0.12/get_started/os_setup.html

Attendees should also install matplotlib, a visualization library, in advance of class:
http://matplotlib.org/faq/installing_faq.html

 

 

 

 

 

 

 

Register Now!