Browsing by Subject "Computer Vision"
Now showing items 1-4 of 4
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Development and Validation of a New Video Extensometer System for Compressive Material Testing
(2016-06-07)Material testing is critical to the development of new alloys, polymers, composites, and other advanced materials. In the last 50 years, the development of video extensometry has made material testing easier than ever ... -
EVOLVING OPTIMAL AUGMENTATION POLICIES FOR SELF-SUPERVISED LEARNING ALGORITHMS
(2023-06-28)In recent years, self-supervised learning has shown remarkable promise for expanding the capabilities of deep-learning-based computer vision models. In many self-supervised learning approaches, specifically those that ... -
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 ... -
Learning Embeddings for Text and Images from Structure of the Data
(2019-06-25)In the big data era, most of the data generated every day are high dimensional such as text and image data. Learning compact representations from the input data can help in dealing with the high dimensionality and visualization ...