Segmentation Courses and Certifications

DigitalSreeni

Pretrained CNN Features for Semantic Segmentation Using Random Forest

Explore semantic segmentation using VGG16 features and Random Forest, offering improved results for limited training data compared to U-net.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

DigitalSreeni

Random Walker Segmentation in Python

Explore Random Walker segmentation in Python for noisy BSE images, using markers and combining segments for effective alloy analysis.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

DigitalSreeni

Histogram Based Image Segmentation in Python

Learn histogram-based image segmentation in Python for microscopy, covering thresholding techniques, feature extraction, and basic image processing operations to clean segmented regions.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Yannic Kilcher

Axial-DeepLab - Stand-Alone Axial-Attention for Panoptic Segmentation

Explore a novel approach to image processing using axial-attention, combining positional embeddings and factorized self-attention to achieve state-of-the-art results in image segmentation tasks.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

Pysource

Train Mask R-CNN for Image Segmentation

Learn to train and implement Mask R-CNN for image segmentation using free online GPU resources. Covers dataset preparation, model training, and practical application for object detection and segmentation.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Nvidia

Modern Medical Image Segmentation, AutoML, and Beyond

Explore advanced medical image segmentation techniques, including AutoML and deep learning, for improved disease understanding and clinical diagnosis.

• YouTube
• 53 minutes
• Self-Paced
• Free Video

Nicholas Renotte

Building an ML Cancer Segmentation API in 15 Minutes

Build and deploy a machine learning Cancer Segmentation API using Python, TensorFlow, FastAPI, and Heroku in a quick tutorial. Learn to create a practical ML application for medical imaging analysis.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Nicholas Renotte

Real Time Body Segmentation Tutorial with Tensorflow.JS and React.JS

Learn to build a real-time body segmentation app using TensorFlow.js and React.js. Explore installation, app development, and live segment detection with a webcam in under 30 minutes.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Mercedes Benz Credential

Sensor Fusion

186 ratings at Udacity

Explore sensor fusion fundamentals for self-driving cars, covering lidar, radar, camera, and Kalman filters. Gain practical skills in data processing, object tracking, and building a complete perception pipeline.

• Udacity
• 63 hours
• Self-Paced
• Paid Course

Executive Diploma in Marketing Management

622 ratings at Udemy

Marketing Principles, Management and Strategy, Targeting, Segmentation, Pricing, 4P, SWOT, Promotion, Marketing Control

• Udemy
• 1 hour 49 minutes
• Self-Paced
• Paid Course

x86 Assembly Language Programming Masters Course

606 ratings at Udemy

In just four hours learn assembly at a specialized level taught by an expert with 20 years experience.

• Udemy
• 3 hours 34 minutes
• Self-Paced
• Paid Course

Region Mutual Information Loss for Semantic Segmentation

1 rating

Explore advanced techniques in semantic segmentation, including region mutual information loss, à trous convolutions, and multi-scale features for improved image analysis and understanding.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Tableau;  Alteryx Credential

Predictive Analytics for Business

293 ratings at Udacity

Develop advanced analytics skills using Alteryx and Tableau to solve real-world business problems, prepare for Business Analyst roles, and make data-driven decisions.

• Udacity
• 52 hours
• Self-Paced
• Paid Course

Instance Segmentation - Lecture 17

Explore instance segmentation techniques, including semantic segmentation, ROI pooling, and mask structures, for advanced computer vision applications.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing

Learn semi-supervised video object segmentation using capsule routing, exploring capsule networks, video capsules, and advanced techniques for improved accuracy and efficiency in computer vision tasks.

• YouTube
• 49 minutes
• Self-Paced
• Free Video