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Change section headers to use H4 format
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assets/docs/INSTALL.md

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@@ -107,33 +107,33 @@ Update `MODEL_PATH` (evaluation) and `CHECKPOINT` (visualization) to point to yo
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## Tech Stack
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### Programming Language
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#### Programming Language
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- Python
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### Deep Learning & Graph Neural Networks
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#### Deep Learning & Graph Neural Networks
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- PyTorch
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- PyTorch Geometric (EdgeConv, radius-based dynamic graph construction)
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### 3D Point Cloud Processing
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#### 3D Point Cloud Processing
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- Open3D
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- CloudCompare (manual annotation and ground truth generation)
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### Feature Engineering & Geometry
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#### Feature Engineering & Geometry
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- NumPy
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- Eigenvalue-based geometric descriptors (surface normals, linearity, planarity, sphericity, relative height)
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### Machine Learning & Post-processing
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#### Machine Learning & Post-processing
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- scikit-learn (DBSCAN, PCA)
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### Data Augmentation & Pipelines
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#### Data Augmentation & Pipelines
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- Torch Geometric Transforms (voxelization, rotation, scaling, jitter)
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### Evaluation & Statistics
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#### Evaluation & Statistics
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- IoU, Precision, and Recall metrics
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- Bootstrap resampling (95% confidence intervals)
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### Visualization & Media
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#### Visualization & Media
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- Open3D visualization
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### Hardware Acceleration
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#### Hardware Acceleration
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- CUDA

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