@natali141990

photoMD · tier B

Natali🌸 · 4,551 followers · 2026-05-25 08:13 · 2 images

eagle · fetched 2026-07-26 08:28 · 645.8 KB downloaded · 2 images

plays

1,240

likes

280

comments

Topic

food_cookingconf 0.90positivecommercial

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

Entities

EMMA'S COFFEE

Keyphrases

recommendationsmacha

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

Caption

Author-written, as posted.

#recommendations #macha 🍵

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.

EMMA'S COFFEE *LUNI - VINERI 7:30 -21:00 sineiti - DUMAN 8:00-21:00 ... . . . #/haiThnla VALENTINO | 11105 SIN WI DOLCE CABBANA

m5-vision · 127 chars · 2 frames

Hashtags

#recommendations#macha