Deep Learning for Computer Vision Applications

I will be talking about how to build deep learning architectures for image classification, object detection and pixel level semantic segmentation with the handson demo using google colab.

 
 

Outline/Structure of the Talk

Basics of Neural Networks - 10 mins

Convolutional Neural Networks -10 mins

CNN architecture for image classification - 10 mins

CNN architecture for object detection - 10 mins

CNN architecture for image segmentation - 10 mins

Learning Outcome

After attending the session he/she can build deep learning architecture for image classification, object detection and segmetnation using google colab.

Target Audience

Anyone who is interested to build computer vision applications

Prerequisites for Attendees

Programming knowledge on Python

Basic knowledge of computer vision and machine learning

Slides


Video


schedule Submitted 1 year ago

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