Photogrammetry for Civil Engineers

Apply photogrammetry techniques to civil engineering projects: site surveys, progress monitoring, and as-built documentation. 8 lessons tailored to AEC workflows.

8 Applied Lessons: Drone survey planning, ground control setup, dense reconstruction, and deliverable generation for civil projects.

Civil Engineering Focus: Orthomosaics, DSMs, volume calculations, and progress tracking adapted to construction site needs.

Field-Ready Protocols: Checklists, GCP placement strategies, and quality control procedures used on real projects.

24/7 Direct Support: Get project-specific advice on survey design, accuracy requirements, or processing issues via direct email.

Lifetime Access + Commercial License: Use all workflows and scripts on client engagements. All future updates included.

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Gaussian Splatting for 3D

Build photorealistic 3D scenes with Gaussian Splatting. 10 lessons from theory to real-time rendering, covering training, optimization, and deployment for immersive applications.

10 Progressive Lessons: Gaussian representation theory, scene training, quality optimization, and real-time viewer deployment.

Full Training Pipeline: Scripts for data preparation, Gaussian fitting, pruning, and export to web-ready formats.

Real-World Datasets: Train on actual indoor and outdoor scans, not synthetic toy scenes.

24/7 Direct Support: Get help with training convergence, quality tuning, or custom scene integration via direct email.

Lifetime Access + Commercial License: Use trained splats and pipelines in commercial projects. All future updates included.

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Scan-to-Mesh Pipelines

Convert raw point cloud scans into clean, usable meshes for BIM, CAD, and visualization. 10 lessons covering surface reconstruction, mesh optimization, and construction-grade workflows.

10 Hands-On Lessons: Point cloud cleaning, surface reconstruction algorithms, mesh simplification, and BIM-ready export.

Multiple Reconstruction Methods: Poisson, Ball-Pivoting, Alpha Shapes, and hybrid approaches compared on real scan data.

Construction-Grade Workflows: Handle noisy site scans, large datasets, and as-built model generation.

24/7 Direct Support: Questions about mesh quality, scan artifacts, or pipeline configuration answered via direct email.

Lifetime Access + Commercial License: Deploy these pipelines on client projects immediately. All future updates included.

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AI-Powered 3D Vision

Generate 3D models from single images using deep learning. 5 lessons covering depth estimation, voxel reconstruction, and generative AI (TRELLIS, Stable Diffusion, MiDaS, DepthAnything).

5 Focused Lessons: Monocular depth estimation, image-to-voxel pipelines, and state-of-the-art generative 3D reconstruction.

Cutting-Edge Models Included: Hands-on with MiDaS, DepthAnything v1/v2, Microsoft TRELLIS, and Stable Diffusion for 3D.

Complete Python Notebooks: Every model runs end-to-end with pre-configured environments and sample data.

24/7 Direct Support: Troubleshoot model inference, data formats, or custom integration questions via direct email.

Lifetime Access + Commercial License: Deploy these models in production. All future updates included.

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Automated Reality Capture

Master the full photogrammetry pipeline from data acquisition to metric-grade 3D models. 16 lessons covering RealityCapture, camera calibration, georeferencing, and batch automation.

16 Structured Lessons: From fundamentals to large-scale batch processing, each lesson builds on the previous with clear deliverables.

Professional RealityCapture Workflows: Calibration, GCPs, coordinate systems, metric reconstruction, and massive dataset management.

Production Automation Scripts: Batch processing pipelines you can plug directly into your survey or inspection workflows.

24/7 Direct Support: Get help with calibration issues, processing errors, or project-specific questions via direct email.

Lifetime Access + Commercial License: Use all scripts, models, and workflows in client projects. All future updates included.

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3D Automated Photogrammetry

Automated Photogrammetry Engine

Build a lean, profitable, low-code 3D Reconstruction Business in (Images to Point Clouds to Meshes) with Photogrammetry. It includes:

  • 1x Access to Complete Course (Self-paced)

  • 24 / 7 Premium Support: My direct mail support + Discord.

  • 1x Commercial License: Use code materials commercially.

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