Docker Pipeline from Opensource Tools

363.0 GBP

363.0 GBP peopleperhour Technology & Programming Overseas
2 days ago

Description

Docker Pipeline from Opensource Tools, Hi,
I’m looking for a freelancer to build a lean, Docker-based pipeline that turns raw MP4 videos of nematodes or small insects into per-frame pose and trajectory data, feature tables (speed, curvature, angular velocity, pause/move ratios), a 2D UMAP embedding (PNG + interactive HTML) and a single HTML report
You’ll handle video normalization (25 fps, square crop, background subtraction), pose estimation with Tierpsy-Tracker and DeepLabCut (using a supplied model), feature extraction, UMAP projection, report templating, plus basic testing on five sample videos and CI via GitHub Actions or similar
This is a one-off project, with a budget of $1000. I’m looking for a freelancer who can start immediately and deliver within 10 days.
Please provide examples of your previous work and your approach to this project.
Thanks for your time and consideration!
Best regards,"

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