@bifitoc8

photoMD · tier B

BIFITOC · 137 followers · 2026-07-23 14:53 · 6 images

eagle · fetched 2026-07-26 08:28 · 1.8 MB downloaded · 6 images

plays

693

likes

comments

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

Justsan463Nikalai PeregarL4ur_am

Keyphrases

De vânzareT SWISS DT SREBOUND COMPRESSLAUNCH CO ROL LAUNCH® CONTROL

gpt-4.1-nano · prompt v4 · $0.000110 · 2026-07-26 18:26

Caption

Author-written, as posted.

#md #mtbforyou #fypp @Justsan463:)🐈‍⬛ @Nikalai Peregar @L4ur_am

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.

De vânzare T SWISS DT S | REBOUND COMPRESS! LAUNCH CO ROL LAUNCH® CONTROL

m5-vision · 73 chars · 2 frames

Hashtags

#md#fypp#mtbforyou