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	▲	eloisius 3 hours ago
		`Location: Taiwan Remote: Yes Willing to relocate: Maybe Technologies: Python, Torch/PyTorch, COLMAP, OpenCV, C++, Qt Résumé/CV: https://zacstewart.com/resume.pdf Email: hnwh202609 at zacstewart dot com LinkedIn: https://www.linkedin.com/in/zac-stewart-79b2a5a6/` Looking for computer vision work. Multi-view stereo, camera calibration, SfM, scene reconstruction, 3D object triangulation, 3D multi-object tracking. Object detection, tracking, video processing. I mostly work in Python and C++, but the stack is not super important to me. I have 16 years of experience as a software engineer. I go the extra mile producing technical notes, reports, visualizations, etc. to help communicate my results. References available upon request. I'm accustomed to working with clients in US timezones. Willing to travel. RECENT PROJECTS Camera/Projector Calibration System - Novel projector mapping technique for 3D, real-world interactivity Damage detection/grading for collectable items - 2D damage detection using smartphone camera from multiple views - Map 2D multi-view into global 3D space for unique damage instance collation with novel camera calibration technique using differentiable rendering - AWS pipeline to orchestrate all the ML/GPU crunching to support a mobile app Real-time soccer markerless motion capture - Camera calibration (20+ cameras) using COLMAP - Calibration refinement and camera drift maintenance - 3D object triangulation from multi-view 2D object detections - 3D human pose reconstruction from 2D pose estimations - 3D multi-object tracking - Real-time pipeline (60 Hz) Video auto-cropping to convert long-form landscape orientation videos in to vertical, short videos - Prioritize between competing subjects in video - Create smooth panning crop-out region for each subject - Naturally transition focus between different subjects