01 · Teague Precision Chokes
PatternPro: a photo of a shot card, counted and mapped
Shooters test a choke by firing at a printed card, then counting hundreds of pellet marks by hand. PatternPro replaces the counting. Photograph the card on a phone and the app finds it, straightens it, marks every pellet strike and reports the count for the centre and each of the 16 zones, plus how far the pattern sits from the bull.
No off-the-shelf vision service suited the job, so the analysis is purpose-built: classical computer vision tuned to the geometry of a known printed card. Every detection is drawn back onto the photo, so the result can be checked by eye.
- What it does
- Locates the card from its rings and dividers, normalises the view, separates pellet marks from print, shadow and creases
- Built with
- Python, OpenCV, NumPy · Angular PWA · Firebase · Cloudflare Pages
Luke Collymore · Birmingham, UK














