@noname20663

photoMD · tier C

snowball · 1,331 followers · 2026-01-18 15:52 · 1 images

eagle · fetched 2026-07-26 08:28 · 30.5 KB downloaded · 1 images

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otherconf 0.20neutral

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

Keyphrases

#fypMicrosoft Hearts NetworkWindows SetupMS-DOS PromptFile Manager

gpt-4.1-nano · prompt v5 · $0.000116 · 2026-07-27 05:06

Caption

Author-written, as posted.

#fyp

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.

File Edit View Text Pick Options Help abc How to Use Help The Microsoft Hearts Network. Windows Setup MS-DOS Prompt File Manager

m5-vision · 128 chars · 1 frames

Hashtags

#fyp