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@livialiadesign

photoMD · tier C

LIVIA JOSAN | LIA.DESIGN · 150 followers · 2026-04-24 12:05 · 3 images

https://www.tiktok.com/@livialiadesign/video/7632295711974968594
Image 1 of 3Image 2 of 3Image 3 of 3

eagle · fetched 2026-07-26 08:28 · 176.4 KB downloaded · 3 images

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Topic
home_constructionconf 0.90positive
Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.
Entities
LiaDesignjosanlivia
Keyphrases
amenajariinterioareDesignCuEmotieAcasaCuSufletDesignoglinzivizual spațiulluminăaglomerareapiese esențiale

gpt-4.1-nano · prompt v4 · $0.000121 · 2026-07-26 18:36

Caption
Author-written, as posted.

#amenajariinterioare #DesignCuEmotie #AcasaCuSuflet #Design #LiaDesign

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.

@josanlivia FOLOSESTE oglinzi Oglinzile dublęază vizual spațiul șı adaugă lumină. | @josanlivia EVITĂ / aglomerarea / Mai puține obiecte = mai mult spațiu vizual. Alege piese esențiale și bine proporționate.

rtx4090-24-02 · 203 chars · 2 frames

Hashtags
#design#amenajariinterioare#LiaDesign#AcasaCuSuflet#DesignCuEmotie