Training structured Forest for Fast Detection.

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I have code of Structured Forests for Fast Edge Detection Piotr Doll´ar Microsoft Research pdollar@microsoft.com C. Lawrence Zitnick Microsoft Research, I have a data set of 20 images and also have the ground truths of these 20 images in image format please see the picture.
</matlabcentral/answers/uploaded_files/91168/im0082.jpg> im0082 is image and its ground truth is given as in image im0082
Now i have have more 19 images and its ground truth images, how i can train structured Forest for Fast Detection by using its orignal code.

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