🧙♂️ 3D Point Cloud Advanced Classification
Welcome to the realm of 3D Machine Learning, where the ordinary becomes extraordinary, and the impossible becomes possible! You are now part of our league of fearless learners, led by experienced instructors. Let us develop our advanced point cloud processing classification skills 🧙♂️
📖 Chapters
Course Content
3D Semantic Segmentation: Foreword
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🐍 3D MACHINE LEARNING
3D Machine Learning: Detection, Classification, Segmentation
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3D Machine Learning: Unsupervised Segmentation Fundamentals
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3D Point Cloud Unsupervised Labelling (K-Means)
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3D Machine Learning: Supervised Learning Workflow
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3D Point Cloud Supervised Learning: ML Solutions
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🐲 3D DEEP LEARNING
3D Deep Learning: Starting Folder 📦
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A First Deep Learning Python Setup
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PointNet Architecture: Deep Dive
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PointNet: Architecture Implementation
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PointNet Data Preparation: Part 1
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PointNet Data Preparation: Part 2
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PointNet: Model Creation and Training
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PointNet: Model Inference and Evaluation
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3D Deep Learning System Design Thinking
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