- Posted on
- Featured Image
Guide for full stack developers and sysadmins to automate data labeling with Bash, using AWK/sed/jq and integrations like ImageMagick and Python. Covers organizing datasets, preprocessing images/text/audio, scripting label generation, validating outputs, and exporting to CSV/JSON, plus best practices: modular scripts, error handling, version control, and documentation to speed reliable AI/ML workflows.