English
New Course
Concept
Faster R-CNN
Follow
0
Summary
Faster R-CNN
is a state-of-the-art
Object detection model
that integrates a
Region Proposal Network
(RPN) to efficiently generate
Region proposals
, significantly improving
Speed And Accuracy
over its predecessors. It streamlines the
Object detection pipeline
by sharing
Convolutional features
between the RPN and the
Detection network
, enabling
Near real-time performance
.
Concepts
Region Proposal Network
Convolutional Neural Network
Feature Pyramid Network
Non-maximum Suppression
Bounding Box Regression
Anchor Boxes
End-to-End Training
Object Detection
Transfer Learning
Mask R-CNN
Relevant Degrees
Artificial Intelligence Systems 100%
Start Learning Journey
Generate Assignment Link
Lessons
Concepts
Suggested Topics
Foundational Courses
Activity
Your Lessons
Your lessons will appear here when you're logged in.
Log In
Sign up