Launch v42 building training loop

2026-07-29 20:22:48 +02:00
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@@ -1010,3 +1010,14 @@ This file now starts with the current implementation status. Older preparation/b
 - [x] Produce a dark campaign cover, architecture visual, AI pipeline visual and animated project GIF.
 - [x] Generate and visually verify a six-page portfolio case-study PDF.
 - [x] Commit, push and redeploy the complete presentation release from `/mnt/user/appdata/geointel`.
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+# Sprint 232 - V42 Belgian building generalisation loop
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+- [x] Add 14 independent coastal, industrial, rural, quarry, forest, field and port training AOIs across Flanders and Wallonia.
+- [x] Acquire, temporally filter, SAM2-refine and overlap-retile the new AOIs on the RTX 4080 SUPER.
+- [x] Assemble and checksum the immutable 156-sample v42 corpus while preserving the protected v31 calibration/test/background assignments.
+- [x] Pass structural corpus and 56,474-label tile-quality audits with zero invalid or missing labels and zero spatial leakage failures.
+- [x] Render and inspect a 56-tile contact sheet covering all 14 new AOIs before retraining.
+- [ ] Run the v43 calibration-first, failure-driven CUDA loop against the frozen regional release gates.
+- [ ] Open protected test and pure-background evidence only after every calibration gate passes.
+- [ ] Queue final representative human sign-off only after all automated gates pass, then promote and redeploy the exact checksummed model.