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
After attending the session he/she can build deep learning architecture for image classification, object detection and segmetnation using google colab.
Anyone who is interested to build computer vision applications
Prerequisites for Attendees
Programming knowledge on Python
Basic knowledge of computer vision and machine learning