@carbox07

photoMD · tier B

CarBox · 6,141 followers · 2026-06-25 13:00 · 8 images

eagle · fetched 2026-07-26 08:28 · 3.3 MB downloaded · 8 images

plays

1,775

likes

comments

Topic

vehiclesconf 0.90positivecommercial

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

Entities

ToyotaYarisChisinau

Keyphrases

viralvideoforyoupagetoyotayarischisinaumoldova

gpt-4.1-nano · prompt v5 · $0.000129 · 2026-07-27 12:59

Caption

Author-written, as posted.

#viralvideo #foryoupage #toyota #yaris #chisinaumoldova🇲🇩

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.

0 Diesel Automat 8 6 8 L 9 8 8 8 9 8 8 MD AMA 011 8 JiCssennu 3u 7S aa T65) 27070n 9 8 8 2 5500€ | М) 1" 5* 67 5 ^у[Этль^ =еьь-9; 423 011 АМ^

m5-vision · 63 chars · 2 frames

Hashtags

#foryoupage#viralvideo#chisinaumoldova#toyota#yaris