@transportgermania28

photoMD · tier dormant

Nicolae Transport-Germania · 4,824 followers · 2024-01-26 06:42 · 1 images

eagle · fetched 2026-07-26 08:28 · 883.2 KB downloaded · 1 images

plays

2,920

likes

comments

Topic

travel_placesconf 0.90neutralcommercial

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

Entities

MoldovaGermaniaBelgia

Keyphrases

Zilnic-TransportTue ReturSPRIMER

gpt-4.1-nano · prompt v4 · $0.000100 · 2026-07-26 18:13

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

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.

Zilnic-Transport Tue Retur Moldova Germania Belgia SPRIMER 8P@0@T@ 001 (MD ATA 916

rtx4090-24-02 · 82 chars · 1 frames