Computer Vision Overview and Applications

Speaker:  Sunil Kumar Vuppala – Bangalore, India
Topic(s):  Artificial Intelligence, Machine Learning, Computer Vision, Natural language processing

Abstract

The talk covers overview of computer vision, role of deep learning in computer vision and applications across the industries. 

Agenda:
      Basic concepts
Introduction to Computer Vision
CNN Basics – Convolution, Maxpooling
Classification
      Object Detection
Two shot vs One shot
Faster R-CNN
YoLO
Metric - IoU
     Semantic Segmentation
Sliding window, fully convolutional, upSampling
UNet
     Instance Segmentation
Pre-trained models
Explainable Deep learning to open up the black box
Applications of computer vision in various industry verticals

About this Lecture

Number of Slides:  50
Duration:  90 - 120 minutes
Languages Available:  English
Last Updated: 

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