Computer Vision Overview and Applications
Speaker: Sunil Kumar Vuppala – Bangalore, IndiaTopic(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: 50Duration: 90 - 120 minutes
Languages Available: English
Last Updated:
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