YOLOX-ROS
YOLOX-ROS copied to clipboard
Preprocess speed up and some fix
Changes
- Speed up
blobFromImage- Inference speed improved from about 5ms/frame to 3.5ms/frame with TensorRT tiny_model.
- update for ONNXRuntime 1.19.0
- fix header include.
- Replace TensorRT enqueueV3 to executeV2
- error occurs with enqueueV3 if release build, so replace to executeV2.
- fix CMakeLists.txt
- fix an issue cannot build with tflite
- fix an issue where multiple backends could not be turned on at the same time.
- fix launch files
- fix launch argument name
- update README.md
- and some fix.
Test Environments
- Ubuntu22.04
- CPU: Intel Core i5 11500
- GPU: RTX3060
- CUDA 12.4
- TensorRT 10.1
- ONNXRuntime 1.19.0
- tflite v2.17.0