Explore instance segmentation in computer vision through this 29-minute lecture from the University of Central Florida's CAP5415 Computer Vision course. Delve into topics such as Mask R-CNN, quantization, ROI pooling, and ROI align. Learn how these techniques are applied to achieve precise object detection and segmentation in images. Gain insights into the practical implementation of instance segmentation algorithms through examples and a comprehensive summary. Enhance your understanding of advanced computer vision concepts and their applications in artificial intelligence and machine learning.
Overview
Syllabus
Introduction
Instant Segmentation
Mask RCNN
Quantization
ROI pooling
ROI align
Example
Summary
Questions
Taught by
UCF CRCV
