@cristiancebotari12

photoMD · tier B

cristiancebotari · 416,431 followers · 2026-07-09 20:21 · 2 images

eagle · fetched 2026-07-26 08:28 · 564.1 KB downloaded · 2 images

plays

19,333

likes

902

comments

Topic

vehiclesconf 0.80neutralcommercial

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

Entities

PEAKAUTO

Keyphrases

PEAKAUTO 242= 02Ф &А0У

gpt-4.1-nano · prompt v4 · $0.000099 · 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)

easyocrcyrillic

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

PEAKAUTO 242= 02 PEAKAUTO | ( Ф &А0У (@ .= @1_А8Т хохо [5ьЙ {# <0 &

rtx5070-16 · 68 chars · 2 frames