Computer Vision Overview and Applications

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


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

      Basic concepts
Introduction to Computer Vision
CNN Basics – Convolution, Maxpooling
      Object Detection
Two shot vs One shot
Faster R-CNN
Metric - IoU
     Semantic Segmentation
Sliding window, fully convolutional, upSampling
     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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