Question
How do I classify ripeness of pineapple on real- time ? I have developed ripeness classification based on deep neural network but I don't know how to make it real time. Please help me
Expert Answer
Prashant Kumar
PhD Expert
Answered Aug 26, 2026
You have to develop an image analysis routine and put it on a portable laptop or a smartphone.
I'm not sure what defines ripe or not ripe - is it the size or color? If size, you might have to know your spatial calibration (for example have a scale or something of known size in the image). If color, the image sensor should probably have hyperspectral capability, though if you're lucky you might be able to get by with RGB.
Then you need to take lots of photos and label them as "ripe enough" or "not ripe enough". Then train your network by feeding all those labeled images through your network. Then deploy the network to a portable computing device with hyperspectral imager.
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