Essays about: "Mask R-CNN"
Showing result 26 - 29 of 29 essays containing the words Mask R-CNN.
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26. Semantic and Instance Segmentation of Room Features in Floor Plans using Mask R-CNN
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Machine learning techniques within Computer Vision are rapidly improving computers' high-level understanding of images, thus revealing new opportunities to accomplish tasks that previously required manual intervention from humans. This paper aims to study where the current machine learning state-of-the-art is when it comes to parsing and segmenting bitmap images of floor plans. READ MORE
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27. Exploring Object Detection and Recognition Methods for Automated Book Inventory
University essay from Lunds universitet/Matematik LTHAbstract : As more modern technical devices with cameras are accessible to people, more photos are taken and the amount of data that is available has vastly increased. Researchers have learnt to utilise this and use images for various purposes with Deep Learning based Computer Vision. READ MORE
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28. Analyzing Drone Imagery of Flooded Regions with Deep Neural Networks
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Flooding is the world’s most prevalent natural disaster, causing a large amount of fatalities and severe economical consequences each year. In this thesis, drone imagery of flooded regions has been analyzed by deep neural networks in order to facilitate disaster prevention and response. READ MORE
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29. Scene Recognition for Safety Analysis in Collaborative Robotics
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In modern industrial environments, human-robot collaboration is a trend in automation to improve performance and productivity. Instead of isolating robot from human to guarantee safety, collaborative robotics allows human and robot working in the same area at the same time. READ MORE