@atv.utv.moto

photoMD · tier C

Limit off ATV / Moto MOLDOVA · 1,421 followers · 2026-02-16 16:45 · 2 images

eagle · fetched 2026-07-26 08:28 · 935.4 KB downloaded · 2 images

plays

1,357

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

CfmotoLoncinAodes

Keyphrases

Cfmoto Zforce Limit offchiptuning MoldovaStage2Cfmotosegway chiptuningloncin chiptuningAodes chiptuning

gpt-4.1-nano · prompt v4 · $0.000120 · 2026-07-26 18:27

Caption

Author-written, as posted.

Cfmoto Zforce Limit off +37379930172 #Stage2Cfmoto #chiptuningmoldova #segwaychiptuning #loncinchiptuning #Aodeschiptuning

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-visioncyrillic

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

ГМЕЕЕ ыии [Ш в/тв<я'р? 'Ы;% С" # ю # (с Ралтзсие Ёв 1 [0А ня} 2о Ыш вшк 5579 | 4 $ е6 "4чо '4л г}ыт ;47 0 1 1 8 1 1 1 [ 1 ? 0

m5-vision · 75 chars · 2 frames

Hashtags

#chiptuningmoldova#LoncinChiptuning#segwaychiptuning#Stage2Cfmoto#Aodeschiptuning