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Course Content

3D Semantic Segmentation: Foreword
🐍 3D MACHINE LEARNING
3D Machine Learning: Detection, Classification, Segmentation
3D Machine Learning: Unsupervised Segmentation Fundamentals
3D Point Cloud Unsupervised Labelling (K-Means)
3D Machine Learning: Supervised Learning Workflow
3D Point Cloud Supervised Learning: ML Solutions
🐲 3D DEEP LEARNING
3D Deep Learning: Starting Folder 📦
A First Deep Learning Python Setup
PointNet Architecture: Deep Dive
PointNet: Architecture Implementation
PointNet Data Preparation: Part 1
PointNet Data Preparation: Part 2
PointNet: Model Creation and Training
PointNet: Model Inference and Evaluation
3D Deep Learning System Design Thinking
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