Essays about: "HRNet"
Found 3 essays containing the word HRNet.
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1. Using transfer learning on 2D skeleton-based action recognition networks to improve performance on data from previously unseen camera angles
University essay from Lunds universitet/Matematik LTHAbstract : Action recognition is a task in computer vision of inferring an action performed by a subject given an image or video. In this thesis we looked at how the performance of an action recognition network changed when introduced to new angles and how incorporating that data in the training affects this performance. READ MORE
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2. Visual assessments of Postural Orientation Errors using ensembles of Deep Neural Networks
University essay from Lunds universitet/Matematisk statistikAbstract : Injuries to the Anterior Cruciate Ligament (ACL) are severe and common among the physically active young to middle aged population. After suffering from such an injury, the patient typically face a lengthy rehabilitation process. Usually, it takes 1-2 years before an injured knee returns to pre-injury performance, if that is ever achieved. READ MORE
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3. Deep Learning for Point Detection in Images
University essay from Linköpings universitet/DatorseendeAbstract : The main result of this thesis is a deep learning model named BearNet, which can be trained to detect an arbitrary amount of objects as a set of points. The model is trained using the Weighted Hausdorff distance as loss function. BearNet has been applied and tested on two problems from the industry. READ MORE
