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AIWalker
AIWalker
Jun 30, 2025 · Artificial Intelligence

ICCV 2025 MIPI Workshop Launches ViDA-UGC: A New UGC Image Quality Assessment Challenge

The ICCV MIPI workshop introduces the ViDA-UGC competition, presenting a richly annotated UGC image quality dataset, a benchmark suite covering degradation detection, region perception, and quality description, detailed evaluation metrics, submission formats, prize information, and open participation for researchers worldwide.

ICCVMIPIUGC
0 likes · 15 min read
ICCV 2025 MIPI Workshop Launches ViDA-UGC: A New UGC Image Quality Assessment Challenge
Liangxu Linux
Liangxu Linux
Jun 16, 2025 · Fundamentals

When RTOS Falls Short: Why Embedded Linux Wins in Complex Applications

The article explains why real‑time operating systems (RTOS) may struggle with demanding embedded tasks and shows how switching to an embedded Linux platform, such as STM32MP157 with Qt, can overcome performance bottlenecks and provide richer networking, storage, GUI, and driver support.

MIPIQtRTOS
0 likes · 8 min read
When RTOS Falls Short: Why Embedded Linux Wins in Complex Applications