Nate Meyer 3f05f74ecb Nvidia TensorRT detector (#4718) ... * Initial WIP dockerfile and scripts to add tensorrt support * Add tensorRT detector * WIP attempt to install TensorRT 8.5 * Updates to detector for cuda python library * TensorRT Cuda library rework WIP Does not run * Fixes from rebase to detector factory * Fix parsing output memory pointer * Handle TensorRT logs with the python logger * Use non-async interface and convert input data to float32. Detection runs without error. * Make TensorRT a separate build from the base Frigate image. * Add script and documentation for generating TRT Models * Add support for TensorRT devcontainer * Add labelmap to trt model script and docs. Cleanup of old scripts. * Update detect to normalize input tensor using model input type * Add config for selecting GPU. Fix Async inference. Update documentation. * Update some CUDA libraries to clean up version warning * Add CI stage to build TensorRT tag * Add note in docs for image tag and model support		2022-12-30 10:53:17 -06:00
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__init__.py	Convert detectors to factory pattern, ability to set different model for each detector (#4635)	2022-12-15 07:12:52 -06:00
cpu_tfl.py	Convert detectors to factory pattern, ability to set different model for each detector (#4635)	2022-12-15 07:12:52 -06:00
edgetpu_tfl.py	Convert detectors to factory pattern, ability to set different model for each detector (#4635)	2022-12-15 07:12:52 -06:00
openvino.py	Convert detectors to factory pattern, ability to set different model for each detector (#4635)	2022-12-15 07:12:52 -06:00
tensorrt.py	Nvidia TensorRT detector (#4718)	2022-12-30 10:53:17 -06:00