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@v999rs

photoMD · tier C

VRS · 151 followers · 2026-04-21 13:42 · 9 images

https://www.tiktok.com/@v999rs/video/7631207538477862165
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eagle · fetched 2026-07-26 08:28 · 1.1 MB downloaded · 9 images

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

Not tagged yet; the sweep is still running.

Caption
Author-written, as posted.

The BMW F30 is the 6th generation of the BMW 3 Series—a very popular compact executive sedan produced from 2011 to 2019. Here’s a clear breakdown so you know what you’re dealing with: 🔧 Basic overview Body: Sedan (F30), Touring (F31), GT (F34) Drivetrain: RWD or xDrive (AWD) Gearbox: 6-speed manual / 8-speed automatic Power range: ~116 hp to 340 hp ⚙️ Engines (main ones) Petrol 316i / 318i / 320i / 328i – 3- & 4-cylinder turbo 335i / 340i – 6-cylinder turbo (fast & smooth) Diesel (very popular in Europe) 316d / 318d / 320d – efficient 4-cylinder 325d / 330d / 335d – powerful 6-cylinder ➡️ After the 2015 facelift (LCI), BMW introduced newer engines (B38, B48, B58) which are generally more reliable. 🚗 Performance 0–100 km/h: from ~10 sec (base models) to ~5 sec (335i/340i) Top speed: up to 250 km/h (limited) 👍 Pros Excellent handling (classic BMW feel) Good engine variety (economy → performance) Comfortable daily driver Strong aftermarket & tuning potential 👎 Cons / common issues Early N20 petrol engines (pre-2015) → timing chain problems (known issue) Some electronics & sensors can fail with age Maintenance can be expensive if neglected 💡 Best versions to look for 2015+ (LCI models) → better reliability 320d / 330d → best balance of power + economy 340i (B58 engine) → top performance + reliability #bmw #bmwmotorsport #recomendation #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)
easyocrcyrillic
EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

с ~& | @mcdasp @MGDASP MD OCG 256

rtx4090-24-01 · 33 chars · 2 frames

Hashtags
#recomendation#fyp#bmw#bmwmotorsport