EmguCV 69 Object detection with Yolo3 and Emgu CV

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This tutorial shows how to use Yolo3 for object detection from images using Emgu CV. The code is written in Emgu CV 4.4 version with windows forms application in C# language. • Yolo3 Pretrained Model: • https://pjreddie.com/media/files/yolo... • CFG File: • https://github.com/pjreddie/darknet/b... • Coco Names: • https://raw.githubusercontent.com/pjr... • Emgu.CV.DNN (Deep Neural Network), Net, DnnInvoke.ReadNetFromDarknet, ClassLabels, Inter.Cubic, Tensor, DnnInvoke.BlobFromImage( 1 / 255.0, swapRB:true, SetInput, SetPreferableBackend(Emgu.CV.Dnn.backend.OpenCV), SetPreferrableTarget, VectorOfMat, Forward, UnconnectedOutLayersNames, VectorOfRect boundingboxes, VectorOfFloat scores, VectorOfInt indices, HelperClass.ArrayTo2List, NMSBoxes (Non Maximum Suppression), Clone, CvInvoke.PutText • TOOLS • Emgu CV : Version 4.4 • IDE : Visual Studios 2019 • Frameworkd : .Net Framework • SOURCE CODE • https://github.com/halanch599/EmguCV4.x • • FACEBOOK •   / emgucv-opencv-110766253806930   • FURTHER INFORMATION • If you need any other assistance you can contact me ([email protected]) I will try to respond as soon as possible. • Please subscribe to the channel if you find it useful.

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