YoVDO

Mask R-CNN - Practical Deep Learning Instance Segmentation Tutorials

Offered By: Augmented Startups via YouTube

Tags

Convolutional Neural Networks (CNN) Courses Deep Learning Courses Python Courses Computer Vision Courses OpenCV Courses Model Training Courses

Course Description

Overview

Learn the fundamentals and practical applications of Mask R-CNN for instance segmentation in this comprehensive tutorial series. Explore installation procedures, understand the underlying mechanics, and gain hands-on experience with real-time webcam implementations using OpenCV and Python. Progress through pothole segmentation training exercises and detection techniques, ultimately developing expertise in Mask R-CNN for advanced computer vision tasks.

Syllabus

Mask R CNN - How to Install and Run | OpenCV Python | Computer Vision (2021).
Mask RCNN - How it Works - Intuition Tutorial | OpenCV Python | Computer Vision 2020.
Mask RCNN Tutorial - Install Mask RCNN | OpenCV Python | Computer Vision 2020 - Part 1.
Mask RCNN Tutorial - Real-Time Mask RCNN Webcam | OpenCV Python | Computer Vision 2020 - Part 2.
Mask RCNN Tutorial Training Pothole Segmentation | OpenCV Python | Computer Vision 2020 Part 3.
Mask RCNN Tutorial - Training for Pothole Segmentation | OpenCV Python | Computer Vision - Part 4.
Mask RCNN for Pothole Detection| OpenCV Python | Computer Vision 2020 - Part 5.
Become an Expert in Mask R-CNN - OpenCV Python | Computer Vision 2020.


Taught by

Augmented Startups

Related Courses

Convolutional Neural Networks
DeepLearning.AI via Coursera Convolutional Neural Networks in TensorFlow
DeepLearning.AI via Coursera TensorFlow for CNNs: Transfer Learning
Coursera Project Network via Coursera Visualizing Filters of a CNN using TensorFlow
Coursera Project Network via Coursera Fine-tuning Convolutional Networks to Classify Dog Breeds
Coursera Project Network via Coursera