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The development of specialized hardware, such as graphics processing units (GPUs) and field-programmable gate arrays (FPGAs), has led to improved video processing performance and capabilities. For instance, Nvidia introduced GeForce RTX 3090 Ti GPU in January 2023, designed specifically for video processing and gaming. It has 24 GB of GDDR 6X memory and 10,752 CUDA cores, allowing it to process video at very high speeds. The RTX 3090 Ti has been used by video editors, streamers, and gamers to improve the performance and quality of their video processing. This apart, the progression of VR and AR applications, such as immersive experiences and training simulations, requires advanced video processing platforms to handle the unique requirements of these technologies.