50. Congratulations!!

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Congratulations!!

You’ve really made it through a lot of material, from probability to classification!
In this lesson, you learned how to manually program a classifier step-by-step.
First by looking at the classification problem and your images, and planning out a complete approach to a solution.

The steps include pre-processing images so that they could be further analyzed in the same way, this included changing color spaces.
Then we moved on to feature extraction, in which you decided on distinguishing traits in each class of image, and tried to isolate those features!
Finally, you created a complete classifier that output a label or a class for a given image, and analyzed your classification model to see its accuracy!

Complete image classification pipeline!

Complete image classification pipeline!

Now, you’re ready to build a more complex classifier, and complete this program! Good luck and great work!!