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How to Do Data Exploration for Image Segmentation and Object Detection

Data exploration is key to a lot of machine learning processes. That said, when it comes to object detection and image segmentation datasets, there is no straightforward way to systematically do data exploration. However, the knowledge we gather allows us to make better-informed modeling decisions.