Browsing by Subject "Semantic Segmentation"
Now showing items 1-2 of 2
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Helping Biologists Find Whales: AI-in-the-Loop Support for Environmental Dataset Creation
(2021-12-13)We develop a computer vision system to help biologists detect endangered whales. Given access to a limited dataset of aerial imagery (1544 images of mainly water), we implemented object detection and semantic segmentation ... -
SEMANTIC SEGMENTATION OF MICROSCOPIC BLOOD IMAGE DATA USING SELF-TRAINING TO AUGMENT SMALL TRAINING SETS AND ITS APPLICATION FOR COUNTING CELLS
(2019-04-29)Semantic segmentation is a computer vision task of assigning a label describing the content to each pixel in an image. There has been a lot of progress in this area using deep neural networks with an encoder-decoder ...