Getting Started with Simple Pose Estimation

Load pretrained pose estimator model

detector = posenet.PoseEstimator;

Read an image

First, read a test image.

I = imread('visionteam1.jpg');
imshow(I);

Crop a person and resize it to fit to the network input.

bbox = [182 74 303 404];
Iin = imresize(imcrop(I,bbox),detector.InputSize(1:2));
imshow(Iin);

Detect pose and visulaze on the original image

To visualise the results we can superimpose the detected keypoints on the original image.

keypoints = detectPose(detector,Iin);
J = detector.visualizeKeyPoints(Iin,keypoints);
imshow(J);

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