Essays about: "thesis on computer application"

Showing result 1 - 5 of 359 essays containing the words thesis on computer application.

1. 1. An Empirical Survey of Bandits in an Industrial Recommender System Setting

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Tobias Schwarz; Johan Brandby; [2023-09-21]
   Keywords : computer science; industrial application; machine learning; reinforcement learning; multi-armed bandits; MAB; contextual multi-armed bandits; survey; batch learning;

   Abstract : In this thesis, the effects of incorporating unstructured data—images in the wild—in contextual multi-armed bandits are investigated, when used within a recommender system setting, which focuses on picture-based content suggestion. The idea is to employ image features, extracted by a pre-trained convolutional neural network, and study the resulting bandit behaviors when including respective excluding this information in the typical context creation, which normally relies on structured data sources—such as metadata. READ MORE

3. 2. Evaluation of Application and Platform ContinuousDeployment Strategies and Tools over Edge Clusters

   University essay from Umeå universitet/Institutionen för datavetenskap

   Author : André Lundqvist; [2023]
   Keywords : ;

   Abstract : The purpose of this thesis was the investigation of using Cloud Native tools in an On-prem Edge Deployment. Edge Computing allows software with explicit demands on latency, data management and reliability to utilize Cloud Computing by moving the compute power to the location of need while leaving the management in the Cloud. READ MORE

4. 3. AI image generation tools as an aid in brainstorming architectural visual designs

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : August Millwood; Clara-Cecilia Dias-Taguatinga; [2023]
   Keywords : AI inpainting; architecture; brainstorming; sketching;

   Abstract : This thesis explores the potential of AI generated images as a means to enhance the design, sketching and brainstorming processes in architecture. The study addresses the challenges faced by architects in generating innovative ideas and overcoming cognitive biases during their sketching phase. READ MORE

5. 4. Image Colorization Based on Deep Learning

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Tao Deng; [2023]
   Keywords : Image colorization; Deep Learning; Convolutional Neural Network; Generative Adversarial Network; Färgläggning av bilder; djupinlärning; Konvolutionella Neurala Nätverk; Generativa Adversariella Nätverk;

   Abstract : With the development of artificial intelligence, there is a clear trend to combine computer technology with traditional industries. In recent years, with the development of digital media technology, many methods for coloring gray-scale images have been proposed. READ MORE

6. 5. Design of an Industrial Bin Picking Station

   University essay from Lunds universitet/Innovation

   Author : Jonathan Ramb; [2023]
   Keywords : bin picking; computer vision; automation; robotics; 3D Scanning; Technology and Engineering;

   Abstract : With the ever-increasing demand for automation, new ways to optimize production lines are needed. The aim of this thesis is to complete an industrial automation task by employing a concept in robotics known as bin picking. The concept involves organizing objects by picking them out of a cluttered bin using an industrial robot. READ MORE