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@andy_ils

photoMD · tier C

Andy_ils · 1,750 followers · 2026-01-29 15:59 · 6 images

https://www.tiktok.com/@andy_ils/video/7600813675468967186
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eagle · fetched 2026-07-26 08:28 · 1.7 MB downloaded · 6 images

plays
9,338
likes
415
comments
4
shares
18
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
mercedesamg
Keyphrases
#mercedes#amg

gpt-4.1-nano · prompt v4 · $0.000097 · 2026-07-26 18:05

Caption
Author-written, as posted.

#r❤️ #fyp #mercedes #amg #foryou

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.

he 2 1 efix Easi #SA11IS [39 MD tompettol rromjoredron GVC | 000)

rtx4090-24-02 · 65 chars · 2 frames

Hashtags
#foryou#fyp#amg#mercedes#r