DEV night street (dummy)
Nonthaburi · นนทบุรี online Synthetic dev source (DEBUG only) SYNTHETIC TEST CAM — not real-world evidence
Every 10 min · 13.8621, 100.5144 · last capture an hour ago · failures: 0
Synthetic dev source; replace with curated real cams.
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🔎 Trust signals — fetch reliability (48h): 100% of 12 attempts
· human corrections: 0
· classifier: luma<40
· verdicts are machine-first; admins confirm/correct in the review queue.
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