@bogdan.src

photoMD · tier C

Bogdan · 754 followers · 2026-06-09 18:03 · 2 images

eagle · fetched 2026-07-26 08:28 · 1.2 MB downloaded · 2 images

plays

4,081

likes

358

comments

Topic

vehiclesconf 0.80positivecommercial

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

Entities

crazy_freerider

Keyphrases

operatormoneyrecommendationsbikes

gpt-4.1-nano · prompt v5 · $0.000120 · 2026-07-27 11:58

Caption

Author-written, as posted.

Like la operator @⚔️🇲🇩crazy_freerider🇲🇩⚔️ #fyyyyyyyyyyyyyyyy #money #recommendations #bikes

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.

66 Money doesn?t bappiness? cr@lostdnca @uy | 6 # 'чге) шм: 6 @ 1 3 '

m5-vision · 48 chars · 2 frames

Hashtags

#money#recommendations#fyyyyyyyyyyyyyyyy#bikes