Files
autopilot/misc/rtsp_ai_player/src-onnx-runtime/aiengineinferenceonnxruntime.h
T
Tuomas Järvinen be59a02f9b Add functionality to save inference images for the debugging purposes.
Save bmp images of inference results to /tmp as bmp files. BMP was
chosen to reduce encoding time. Saving is fully threaded. It can be
enable with qmake CONFIG+=save_images option

Also:
  - use antialised fonts in RKNN inference
  - moved class strings to inference base class
  - fixed silly segfault in ONNX inference
  - prevent writing results if class if exceeds valid values

Issue: https://denyspopov.atlassian.net/browse/AZ-38
Type: Improvement
2024-08-19 12:15:42 +03:00

21 lines
507 B
C++

#pragma once
#include <QObject>
#include "aiengineinference.h"
#include "yolov8Predictor.h"
class AiEngineInferencevOnnxRuntime : public AiEngineInference
{
Q_OBJECT
public:
explicit AiEngineInferencevOnnxRuntime(QString modelPath, QObject *parent = nullptr);
void initialize(int number);
public slots:
void performInferenceSlot(cv::Mat frame) override;
private:
cv::Mat drawLabels(const cv::Mat &image, const std::vector<Yolov8Result> &detections);
YOLOPredictor mPredictor;
};