@ruslik.14x

photoMD · tier dormant

ruslik.14x · 1,532 followers · 2026-01-30 19:08 · 1 images

eagle · fetched 2026-07-26 08:28 · 117.4 KB downloaded · 1 images

plays

3,042

likes

154

comments

Topic

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

ON-SCREEN

gpt-4.1-nano · prompt v5 · $0.000112 · 2026-07-27 05:07

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.

2071 2012 2013 2014 2015 2016 2017 2018 2019 2020 2011 2022 2023 2024 2025 2026

rtx4090-24-01 · 79 chars · 1 frames