@chris.muntean

photoMD · tier dormant

CHRIS · 536 followers · 2025-05-15 17:45 · 9 images

eagle · fetched 2026-07-26 08:28 · 1.6 MB downloaded · 9 images

plays

84,841

likes

3,418

comments

575

Topic

vehiclesconf 0.90neutralcommercial

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Entities

BMWX5G05M60iAutospace SRLBMW & MINI Moldova

Keyphrases

2025 X5 M60i IndividualBMWX5G05M60i

gpt-4.1-nano · prompt v4 · $0.000112 · 2026-07-26 18:09

Caption

Author-written, as posted.

2025 X5 M60i Individual 🇲🇩 1/1 #BMW #X5 #G05 #M60i

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Photo post: no audio track exists, so ASR never runs. OCR is the only channel.

On-screen text (OCR)

macos-vision

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

POST Nº. 2 POST NR. 2 POST NR. 3 POS™ MD CHR Autospace SRL 15 BMW & MINI Moldova (+373 22) 123 100

m5-vision · 98 chars · 1 frames

Hashtags

#bmw#x5#g05#M60i