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A Look at Image Segmentation using CNNs

Image segmentation is the task in which we assign a label to pixels (all or some in the image) instead of just one label for the whole image. As a result, image segmentation is also categorized as a dense prediction task. Unlike detection using rectangular bounding boxes, segmentation provides pixel accurate locations of objects in … Continue reading A Look at Image Segmentation using CNNs

What our Future might look like?

I added this book, The Future We Choose: Surviving the Climate Crisis, to my to-read list after seeing it mentioned in Goodreads' top-rated newcomer list end of last year. I finally got around to reading it. I am concerned about the environment and wanted to understand the current situation. What can we do to prevent … Continue reading What our Future might look like?