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@gkproductionss

photoMD · tier C

George · 326 followers · 2026-07-05 15:33 · 10 images

https://www.tiktok.com/@gkproductionss/video/7659067538868800789
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eagle · fetched 2026-07-26 08:28 · 1.9 MB downloaded · 10 images

plays
10,286
likes
459
comments
14
shares
106
Topic
vehiclesconf 0.90neutralcommercial
Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.
Entities
BMWMD LUPLUP Autospace SRL95 Moldova
Keyphrases
carphotographycarsbmwf97x3mx3m

gpt-4.1-nano · prompt v4 · $0.000107 · 2026-07-26 18:36

Caption
Author-written, as posted.

. . . . #carphotography #cars #bmw #f97x3m #x3m

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.

MD LUP: 25 | competition LUP Autospace SRL BMW & 95 Moldova (+373 22) 123 100

rtx4090-24-02 · 9 chars · 2 frames

Hashtags
#cars#bmw#x3m#carphotography#f97x3m