Using LLMs for real-time video processing can be significantly more expensive than traditional hardware solutions; for example, processing video from 10 cameras at 2 frames per second for 2 hours using Cloud Opus costs over $2,000, whereas the same amount could purchase hardware capable of running detection models for years.
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Why using LLMs for rea-time video cost $2000 in 2hoursAdded:
Why not just throw an LLM at it? They handle images now.
One image cost a little over a cent with Cloud Opus. 10 cameras, two frames a second. In two hours, we spent over $2,000.
Those same $2,000 buy the hardware that ran our detection model for years for those same 10 cameras. LLMs aren't just the right tool here.
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