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@johnyauto...007

photoMD · tier B

JhonAutoTopV^nzari · 3,706 followers · 2026-01-07 11:08 · 8 images

https://www.tiktok.com/@johnyauto...007/video/7592574939056688440
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eagle · fetched 2026-07-26 08:28 · 763.6 KB downloaded · 8 images

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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.

gpt-4.1-nano · prompt v4 · $0.000106 · 2026-07-26 18:16

Caption
Author-written, as posted.

#piataauto #toatalumea #Chișinău #fyp

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

Ai un buget mic? Această mașină este perfect pentru tine! rriy EA]*{e 2001 MoigoI ZO0d MD Preț 1999€€€ | AJAshER MD

rtx4090-24-01 · 115 chars · 2 frames

Hashtags
#fyp#chisinau#toatalumea#piataauto