image recognition in MATLAB

I would like to take a screenshot from a video and then process this screenshot with image recognition in Matlab. Various animals can appear on the image but not very often. I would like to examine the picture however only on a larger bee. How can this be done? The time is not important, the priority is a high accuracy. I have attached a picture of the bee to be detected.

Answer 1

[Cris LaPierre]

You might be interested in two specializations MathWorks has created on Coursera:

• Image Processing for Engineering and Science Specialization
• Computer Vision for Engineering and Science Specialization

Ultimately, you will need to identify objects in your image, extract features, and then classify your objects. The easiest way to do this is to use a pretrained deep-learning model that you adapt to your data via transfer learning. You can learn how to do that in MATLAB in the Deep Learning Onramp.

You may find the Machine Learning Onramp helpful if you are new to classification.