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Yolo Inference

Support

  • YOLO Classify Inference
  • YOLO Detect Inference
  • YOLO Segment Inference
  • YOLO Pose Inference
  • YOLO Obb Inference

Requirement

  1. .onnx format
  2. Use OpenCV(>= 4.8, Otherwise, some parts may need to be modified)

Vendor

Usage

mkdir build
cd build
cmake ..
make -j7
./test_explict      # explic usage of MyYoloInference library
./test_implict      # implic usage of MyYoloInference library
./test_binary_input # binary image in, json format string out
./test_video your_model your_video # video test

Result

classify

yolo11 classify

detect

yolo11 detect

segment

yolo11 segment

pose

yolo11 pose

obb

yolo11 obb

video

video test

Other Tools

install yolo:

pip install ultralytics

to onnx format:

yolo export model=yolo11n-seg.pt format=onnx

use Netron:

onnx info

About

Inference of Yolo11 .onnx model using OpenCV

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