I will develop medical computer vision script for object, cell, and instrument counting

I develop medical computer vision systems for accurate counting of cells, anatomical structures, medical instruments, or regions of interest from medical images or videos.

This gig is focused on software and algorithm development for medical and healthcare applications suitable for research, MedTech development, diagnostics support tools, and clinical engineering workflows.

I work closely with you to define what should be counted, how it should be counted, and how results should be exported, ensuring the system is accurate, reproducible, and technically sound.

Medical Counting Capabilities

• Cell counting (microscopy, lab imaging)
• Medical instrument counting (surgical videos, procedures)
• Anatomical object counting (regions, structures)
• Detection + tracking to avoid double counting
• Region-of-interest (ROI) based counting
• Frame-level and event-based counting
• Timestamped structured outputs

Technology Stack

Python OpenCV Deep Learning Medical Image Processing Object Detection Tracking Algorithms

Please message me before ordering to confirm data type (images/video), medical context, and counting rules.