Workshop

Classifying human faces using Convolutional Neural Networks (Spanish)

Location:

Room 5

Date and time:

Sunday 11, 11:00

Authors:

Moises Vargas (Colombia)

Summary:

The objective of this workshop is to Introduce classic convolutional neural network (ConvNet) architecture LeNet-5 to the assistants using Python, Tensor-flow and Sci-kit learn. Assistants will learn basics and how to build a ConvNet classifying whether yes or not an image has a human face.

Description:

This workshop is comprised of the following points:

• Brief introduction to Basics of Convolutional Neural Network using LeNet-5 Architecture ~ 15 minutes
• Setup Jupyter notebook and environment to run the work-shop
• Data preparation using numpy and sklearn
• Building a ConvNet with Tensor-flow
• Using the ConvNet to detect whether yes or not an image is a human face
• Conclusions

Resources:

https://github.com/moisesvw/pyconMDE2018