A Keras Pipeline for Image Segmentation

Rwiddhi Chakraborty
Towards Data Science
9 min readMar 5, 2019

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Photo by Soragrit Wongsa on Unsplash

There are hundreds of tutorials on the web which walk you through using Keras for your image segmentation tasks. These are extremely helpful, and often are enough for your use case. However, for beginners, it might seem overwhelming to even get started with common deep learning tasks. There are mundane operations to be completed— Preparing the data, creating the partitions (train, val, test), preparing the model —…

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