python mediapipe gpu

Mediapipe is a cross-platform, customizable framework for building multimodal machine learning pipelines. It can be used for tasks such as face detection, object tracking, hand tracking, and pose estimation. By default, Mediapipe runs on the CPU, but it also supports running on the GPU for faster performance.

To use Mediapipe with GPU acceleration, you need to have a compatible NVIDIA GPU and the CUDA toolkit installed on your system. You can then install the GPU-enabled version of Mediapipe by running the following command:

pip install mediapipe-gpu

Once installed, you can use the same Mediapipe APIs as before, but with the added benefit of GPU acceleration. Note that not all Mediapipe modules are compatible with GPU acceleration, so you may need to check the documentation for each module to see if it supports GPU mode.