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mediapipe_fastapi_20classes

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I'm working on a project about sign language recognition. The main component is a Raspberry Pi 4 2GB, which continuously captures frame video using a camera, and upon reaching enough frames, the Raspberry gonna calls upon my API on space - thus process with mediapipe and predict the word in the frames. However, the processing time on docker is quite slow (about 4.8 sec as I measured), hence not suitable for real-time processing. I'm thinking of using the GPU on space for this project. I'm willing to receive any other ideas to improve the processing time.