Hand Gesture Recognition using MATLAB with complete code amp explanation

>> YOUR LINK HERE: ___ http://youtube.com/watch?v=JU2qHAE0h2Q

Hand gestures can be a useful medium of human-computer interaction and can make the interaction easier. • There are many ways to create hand gesture recognition —one simple way is Transfer Learning. • I have made hand gesture recognition program by laptop camera using AlexNet , here is the demo: • • Hand Gesture Recognition Demo using A... • And in this video , I have explained complete project implementation (code is given in the description box and comment section) • Hope this will help you. • Happy Coding :-) • Code for Data Collection is given in the comment section. • Code for training: • clc • clear all • close all • warning off • g=alexnet; • layers=g.Layers; • layers(23)=fullyConnectedLayer(7); • layers(25)=classificationLayer; • allImages=imageDatastore('Hand Dataset','IncludeSubfolders',true, 'LabelSource','foldernames'); • opts=trainingOptions('sgdm','InitialLearnRate',0.001,'MaxEpochs',20,'MiniBatchSize',64); • myNet1=trainNetwork(allImages,layers,opts); • save myNet1; • • Code for testing: • clc; • close all; • clear all • warning off • c=webcam; • load myNet1; • x=0; • y=0; • height=200; • width=200; • bboxes=[x y height width]; • while true • e=c.snapshot; • IFaces = insertObjectAnnotation(e,'rectangle',bboxes,'Processing Area'); • es=imcrop(e,bboxes); • es=imresize(es,[227 227]); • label=classify(myNet1,es); • imshow(IFaces); • title(char(label)); • drawnow; • end • Learn Complete Image Processing Computer Vision using MATLAB: • • Digital Image Processing using MATLAB • Learn Complete Machine Learning Data Science using MATLAB: • • Data Science Machine Learning using... • Learn Digital Signal Processing using MATLAB: • • Digital Signal Processing Matlab • #TransferLearning #MATLAB #ComputerVision #ImageProcessing

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