@isacstefan1

photoMD · tier C

Isac Ștefan · 1,495 followers · 2026-07-18 11:00 · 2 images

eagle · fetched 2026-07-26 08:28 · 892.8 KB downloaded · 2 images

plays

12,167

likes

253

comments

Topic

vehiclesconf 0.90neutral

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

Entities

Andrian Isac

Keyphrases

spaintruckcampiontranscreatorsearchinsightsfypșoferii de prelatădescărcare la rampăparcare liberă

gpt-4.1-nano · prompt v4 · $0.000112 · 2026-07-26 18:15

Caption

Author-written, as posted.

#spain #truck #campiontrans #creatorsearchinsights #fyp @Andrian Isac

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.

Doar șoferii de prelată știu că: | 23 O descărcare la rampă e mai rară, decât 0 parcare liberă după ora 18:00 SCHMIT

m5-vision · 110 chars · 2 frames

Hashtags

#fyp#creatorsearchinsights#spain#truck#campiontrans