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@madal1nop

photoMD · tier B

🏴‍☠️ · 349 followers · 2026-07-17 06:25 · 15 images

https://www.tiktok.com/@madal1nop/video/7663379336912768277
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eagle · fetched 2026-07-26 08:28 · 1.9 MB downloaded · 15 images

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Topic
vehiclesconf 0.90positive
Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.
Entities
YamahaSuzukiViper
Keyphrases
repostviralviperforyoupage

gpt-4.1-nano · prompt v4 · $0.000103 · 2026-07-26 18:27

Caption
Author-written, as posted.

REPOST 🔥🙌🏻 #viper #foryoupage #viral #celmaifrumosviper125 #viperpanthera

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.

UNDE ESTE YAMAHA ? AICI! UNDE ESTE SUZUKI? AICI! UNDE ESTE VIPERE AICI!

m5-vision · 71 chars · 1 frames

Hashtags
#viral#foryoupage#viper#celmaifrumosviper125#viperpanthera