Essays about: "similarity scaling"
Showing result 1 - 5 of 12 essays containing the words similarity scaling.
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1. Analyzing the Influence of Synthetic andAugmented Data on Segmentation Model
University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknikAbstract : The field of Artificial Intelligence (AI) has experienced unprecedented growth in recent years, thanks to the numerous applications related to speech recognition, natural language processing, and computer vision. However, one of the challenges facing AI is the requirement for large amounts of energy, time, and data to be effective and accurate. READ MORE
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2. Using Approximate Computing Circuits to Optimize Power of an ASIC
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : The growing demand for network cameras to support real-time image processing and machine-learning applications has created a need for low-power solutions. Although technology scaling makes complex computations feasible, voltage scaling is limited, leading to higher power density and dark silicon problems. READ MORE
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3. Individual Layer Scaling and Redundancy Reduction of Singleshot Multiplane Images for View Synthesis
University essay from Lunds universitet/Matematik LTHAbstract : Image-based rendering for view synthesis is a field within computer vision that has seen a growing number of research activity within the past few years, much due to deep learning techniques emerging, allowing researchers to re-format view synthesis as a learning problem. The multiplane image (MPI) is a recently proposed learning-based layered 3D representation, created from one or a few input images for the purpose of rendering novel views. READ MORE
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4. Computational Scaling of Party Cohesion in Social Media: A Case Study on Twitter Campaigns in Brazil
University essay from Lunds universitet/Statsvetenskapliga institutionenAbstract : This thesis explores party cohesion in politicians’ social media campaigns in the context of Brazil. It highlights the importance of studying the interaction between digitalisation of political communication and the party system in developing democracies. Brazil makes an interesting case as it is known for its exceptionally unstable party system. READ MORE
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5. Noise Reduction of Scintillation Camera Images Using UNET: A Monte Carlo Simulation Approach
University essay from Lunds universitet/SjukhusfysikerutbildningenAbstract : Background The project aims to reduce the noise in planar 111-In projections with a machine learning model. Method Sixteen base phantoms were used to create 696 phantoms in XCAT. An anterior planar projection was simulated with 111-In and ten uptake curves for each phantom in SIMIND. READ MORE
