@cristiancebotari12

photoMD · tier B

cristiancebotari · 416,431 followers · 2026-07-13 20:43 · 3 images

eagle · fetched 2026-07-26 08:28 · 1012.3 KB downloaded · 3 images

plays

32,563

likes

1,241

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

GTSDAVE THAL

Keyphrases

COMANDĂ AICITHRU -GTS• 707 070

gpt-4.1-nano · prompt v4 · $0.000100 · 2026-07-26 18:05

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

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.

THRU -GTS• 707 070 | DAVE THAL COMANDĂ AICI H GTS

m5-vision · 49 chars · 2 frames