@molomannn

photoMD · tier C

Stefan · 5,187 followers · 2025-06-01 07:14 · 8 images

eagle · fetched 2026-07-26 08:28 · 1.3 MB downloaded · 8 images

plays

11,655

likes

126

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

Mercedes-AMgwnBENE Mercedes-AMgwn 70d 667 Vercedes Benz 55n SAMERSprinter

Keyphrases

Se vinde 2.220036 locuri

gpt-4.1-nano · prompt v4 · $0.000111 · 2026-07-26 18:10

Caption

Author-written, as posted.

Se vinde 2.2, 2003, 6 locuri#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.

Se vinde 'BENE Mercedes-AMgwn 70d 667 Vercedes Benz 55n SAMER | 6 6€ € 6 € € 0 € Sprinter 667 7D

rtx4090-24-02 · 96 chars · 2 frames

Hashtags

#fyp