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Understanding how to handle Image Data for Computer Vision and Deep Learning problems
After having worked on multiple computer vision and deep learning projects over the past couple of years, I’ve gathered my thoughts in this blog on how to handle with image data. Almost always it is better to pre-process the data rather than feed it straight to a deep learning model. At times, a deep learning model might not even be required, and a simple classifier might be enough after some processing.
Maximizing the …