@instrumenttool.md_8

photoMD · tier B

InstrumenTool.md-8 · 33,953 followers · 2026-06-21 17:58 · 1 images

eagle · fetched 2026-07-26 08:28 · 7.8 KB downloaded · 1 images

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Topic

vehiclesconf 0.90positivecommercial

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

Entities

ATVcopii

Keyphrases

ATV pentru copiimotocicletabicicleta

gpt-4.1-nano · prompt v4 · $0.000100 · 2026-07-26 18:37

Caption

Author-written, as posted.

ATV pentru copii ☎️078833311 #atv #motocicleta #atvcopii #creatorsearchinsigh #bicicleta

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.

INSTRUMENTOOL" ATV-utri pentru copii și maturi

m5-vision · 46 chars · 1 frames

Hashtags

#atv#Motocicleta#Creatorsearchinsigh#Bicicleta#atvcopii