Essays about: "DeepLab"
Found 5 essays containing the word DeepLab.
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1. Automating Feature-Extraction for Camera Calibration Through Machine Learning and Computer Vision
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : Machine learning as a field has expanded in an explosive manner, with more companies interested in using the technology. One of these companies, Spiideo, uses Machine learning to automatically stream and record sports, highlighting key events - all automatically without a cameraman. READ MORE
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2. Targeting the zebrafish eye using deep learning-based image segmentation
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Researchers studying cardiovascular and metabolic disease in humans commonly usecomputer vision techniques to segment internal structures of the zebrafish animalmodel. However, there are no current image segmentation methods to target theeyes of the zebrafish. READ MORE
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3. Semantic Segmentation of Iron Pellets as a Cloud Service
University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknikAbstract : This master’s thesis evaluates automatic data annotation and machine learning predictions of iron ore pellets using tools provided by Amazon Web Services (AWS) in the cloud. The main tool in focus is Amazon SageMaker which is capable of automatic data annotation as well as building, training and deploying machine learning models quickly. READ MORE
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4. Memory Efficient Semantic Segmentation for Embedded Systems
University essay from Lunds universitet/Institutionen för datavetenskapAbstract : Convolutional neural networks (CNNs) have made rapid progress in the last years and in fields, such as computer vision, they are considered state-of-the-art. However, CNNs are very computationally intensive. This makes them challenging to use in embedded devices such as smartphones, security cameras and cars. READ MORE
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5. Towards color compatibility in fashion using machine learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Fashion analyses, such as predicting trends and fashion recommendation, have been a hot topic. Color, as one of the dominant features of clothing, has great influence on people’s shopping behaviors. Understanding popular colors and color combinations are of high business value. READ MORE
