What is Image Preprocessing?
Image preprocessing are the steps we take to clean our raw images into a format that best improves our model.
Here, we discuss what image preprocessing is, why it is essential, and walkthrough a few images preprocessing steps that can be applied to improve model performance.
Best sure to check out:
Roboflow: https://roboflow.com
Image Preproccessing vs Augmentation: https://blog.roboflow.com/why-preproc...
How to Resize: https://blog.roboflow.com/you-might-b...
Why Use Grayscale as a Preprocessing Step: https://blog.roboflow.com/when-to-use...
Why Use Contrast as a Preprocessing Step: https://blog.roboflow.com/when-to-use...
When Does Tiling Help? https://blog.roboflow.com/detect-smal...
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