@xalex421

photoMD · tier C

G H O S T · 301 followers · 2026-05-17 21:29 · 5 images

eagle · fetched 2026-07-26 08:28 · 1.5 MB downloaded · 5 images

plays

722

likes

comments

Topic

gamingconf 0.90neutral

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

Entities

CS2PLAY STORE

Keyphrases

slide to answerINVENTORY I LOADOUTROUND WINS

gpt-4.1-nano · prompt v5 · $0.000119 · 2026-07-27 05:05

Caption

Author-written, as posted.

#fyp #cs

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.

12:52 • - 016- CS2 Message Remind Me slide to answer | INVENTORY I LOADOUT | -PLAY STORE I NEWS EMINE on SIVE I8 ROUND WINS

rtx4090-24-01 · 117 chars · 2 frames

Hashtags

#fyp#CS