CODEWITHSUNDEEP
opencvdata-sciencemask
zawster
zawster

Reputation: 53

How do I extract ROI from fungus image using available MASK of ROI using some ML techniques

I have fungus images data set and each image has its mask of ROI. I want to use the given mask and extract ROI from the fungus image.

This is my fungus image from which I want to extract circled ROI

Following is the Mask using which I want to extract ROI using some Machine Learning techniques.

This is mask using which I want to extract ROI

Thanks in Advance.

Upvotes: 0

Views: 242

Answers (1)

Tdoggo
Tdoggo

Reputation: 419

What you would need to do is, train a machine learning model using the masks as an input and the ROI numbers as an output.

For instance, let's say you have a dataset of 30,000 mushrooms with a mask so that only the ROI part is visible. For each image, you would make its label be the ROI of that specific mushroom (you would need to know this already).

After training, you would be able to input a new image of a mushroom with a mask, and the machine learning model would likely tell you what the ROI is.

If you'd like I can help you with this, I get hired for projects like this all the time. I would charge you though.

Upvotes: 1

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