Observed arrival · 2026-08-27
StackCount Counts the Ends of Pipes in a Stack
A phone-based computer-vision tool counts round and square pipe or rebar ends from a photograph, then returns a marked-up image for checking.
Field notes
The workflow separates detection from visual verification: each suspected item receives a frame, while a sensitivity slider and selectable counting region let the operator revise the result before downloading it. The page distinguishes circular stock from square profile and gives practical failure cases, including blur, glare, oblique angles, and hidden ends. Browser processing sends images to a server; the separately distributed Android application keeps counting and history on the device when connectivity is unavailable.
Observed signals
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Editorial observations of this landing page, not a rating.
One card from the complete issue