
illustrated plate — box positions are a mock-up of a detection overlay, not a run. solid: calibrated. dashed: stock.
yolomax races every Apache-2.0 architecture on a real dataset for your domain, calibrates the winner, and ships it as a pack with the numbers attached.
delta +0.118 F1 — RF100-VL pothole held-out, 640 px, 4-core x86, run 2026-03-14. example run shown; every domain page ships its own leaderboard.
every run races RF-DETR N/S/M, D-FINE, LW-DETR and YOLOX. the winner is decided for you; the full table is the evidence.
$149 once. pack updates are free forever.
Ultralytics ships every YOLO checkpoint under two options: “AGPL-3.0 License” and “Enterprise License”, and states that weights fine-tuned from them inherit the AGPL terms (ultralytics.com/license).
Every yolomax pack is built on Apache-2.0 architectures with attribution notices in the box. No AGPL anywhere in the tree, no Enterprise licence call, no copyleft obligation on your source.
One email. The domains people ask for are the ones we build next.