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https://github.com/azaion/autopilot.git
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Changed directory structure and renamed applications
- autopilot -> drone_controller - rtsp_ai_player -> ai_controller - added top level qmake project file - updated documentation - moved small demo applications from tmp/ to misc/
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#include "aiengineinference.h"
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AiEngineInference::AiEngineInference(QString modelPath, QObject *parent)
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: QObject{parent},
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mModelPath(modelPath),
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mActive(false)
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{
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#ifdef YOLO_ONNX
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mClassNames = {
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"person",
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"bicycle",
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"car",
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"motorcycle",
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"airplane",
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"bus",
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"train",
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"truck",
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"boat",
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"traffic light",
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"fire hydrant",
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"stop sign",
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"parking meter",
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"bench",
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"bird",
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"cat",
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"dog",
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"horse",
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"sheep",
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"cow",
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"elephant",
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"bear",
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"zebra",
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"giraffe",
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"backpack",
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"umbrella",
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"handbag",
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"tie",
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"suitcase",
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"frisbee",
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"skis",
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"snowboard",
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"sports ball",
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"kite",
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"baseball bat",
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"baseball glove",
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"skateboard",
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"surfboard",
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"tennis racket",
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"bottle",
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"wine glass",
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"cup",
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"fork",
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"knife",
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"spoon",
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"bowl",
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"banana",
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"apple",
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"sandwich",
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"orange",
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"broccoli",
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"carrot",
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"hot dog",
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"pizza",
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"donut",
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"cake",
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"chair",
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"couch",
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"potted plant",
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"bed",
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"dining table",
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"toilet",
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"tv",
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"laptop",
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"mouse",
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"remote",
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"keyboard",
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"cell phone",
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"microwave",
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"oven",
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"toaster",
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"sink",
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"refrigerator",
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"book",
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"clock",
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"vase",
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"scissors",
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"teddy bear",
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"hair drier",
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"toothbrush"
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};
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#else
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mClassNames = {
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"Armoured vehicle",
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"Truck",
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"Vehicle",
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"Artillery",
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"Shadow artillery",
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"Trenches",
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"Military man",
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"Tyre tracks",
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"Additional protection tank",
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"Smoke"
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};
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#endif
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}
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bool AiEngineInference::isActive(void)
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{
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return mActive;
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}
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cv::Mat AiEngineInference::resizeAndPad(const cv::Mat& src)
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{
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// Calculate the aspect ratio
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float aspectRatio = static_cast<float>(src.cols) / src.rows;
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// Determine new size while maintaining aspect ratio
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int newWidth = src.cols;
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int newHeight = src.rows;
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if (src.cols > INFERENCE_SQUARE_WIDTH || src.rows > INFERENCE_SQUARE_HEIGHT) {
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if (aspectRatio > 1)
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{
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// Width is greater than height
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newWidth = INFERENCE_SQUARE_WIDTH;
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newHeight = static_cast<int>(INFERENCE_SQUARE_WIDTH / aspectRatio);
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}
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else {
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// Height is greater than or equal to width
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newHeight = INFERENCE_SQUARE_HEIGHT;
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newWidth = static_cast<int>(INFERENCE_SQUARE_HEIGHT * aspectRatio);
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}
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}
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// Resize the original image if needed
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cv::Mat resized;
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cv::resize(src, resized, cv::Size(newWidth, newHeight));
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// Create a new 640x640 image with a black background
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cv::Mat output(INFERENCE_SQUARE_HEIGHT, INFERENCE_SQUARE_WIDTH, src.type(), cv::Scalar(0, 0, 0));
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// Copy the resized image to the top-left corner of the new image
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resized.copyTo(output(cv::Rect(0, 0, resized.cols, resized.rows)));
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return output;
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}
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