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I want to detect trees in image

Hi

I have millions of low resulution images 358*288 I want to detect the trees on that images, which is most suitable way to do that?

is HSV enogh to do that ? is it possible to neglect grass? should I use Haar ? how many dataset images i need ? how to lable images in data set ? how much this is accurate?

the images are like this : image description