Classification of images using SVM Python

I am currently working on a project for performing pattern recognition. There is a large set of images, and I have to predict whether the image contains the specified characteristics. For example, the output may be whether there is a banana in the picture.

I would like to implement a classifier using SVM with a yes or no output, the image contains these characteristics. What is the easiest way to prepare an SVM classifier on dual-output images? Is there any template to use in Python? Many thanks.

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