~/blog/tag/computer-vision
Notes from the field.
Writing on Django, Python, realtime systems and shipping business software that people use every day.
OpenCV in production, not in notebooks
OpenCV pipelines that survive real traffic: validation, color handling, bounded memory, and what to measure.
From image analysis to a report customers trust
A computer vision pipeline is only half the product. The report the customer reads is the other half.
Evaluating AI pipelines before customers do
Evaluation sets, structured prompts, and monitoring: how we caught regressions without waiting for support tickets.
$ ./start_project.sh