Implement of TensorRT and ONNX on TX2

macrobomaster / cv-yolov7

Custom yolov7 model with opencv

GNU General Public License v3.0

5 stars 3 forks source link

Closed Bill-Haoyu-Lin closed 1 year ago

Bill-Haoyu-Lin commented 1 year ago

TX2 can only run Pytorch model currently, need to figure out a way to transform pytorch model into onnx or .engine file for faster computing time.

Bill-Haoyu-Lin commented 1 year ago

ONNX settled with around 20fps

Bill-Haoyu-Lin commented 1 year ago

reach 40fps on TX2 with deepstream

Bill-Haoyu-Lin commented 1 year ago

Deployed ONNX model on TX2 with live stream camera for real time detection.

Bill-Haoyu-Lin commented 1 year ago

Deploy cv on TX with real time video input(camera)