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Found 2 essays matching the above criteria.

1. 1. Layout Analysis on modern Newspapers using the Object Detection model Faster R-CNN

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

   Author : Mikaela Funkquist; [2022]
   Keywords : Document Layout Analysis; Newspapers; Object Detection; Faster R-CNN; Deep Learning; Dokument Layout Analys; Tidningar; Objektdetektering; Faster R-CNN; Djupinlärning;

   Abstract : As society is becoming more and more digitized the amount of digital data is increasing rapidly. Newspapers are one example of this, that many Libraries around the world are storing as digital images. READ MORE

3. 2. Distributed Optimization Through Deep Reinforcement Learning

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

   Author : Mikaela Funkquist; Minghua Lu; [2020]
   Keywords : Reinforcement learning; Q-learning; Deep Q-learning; Artificial neural networks; robots; warehouse; agent;

   Abstract : Reinforcement learning methods allows self-learningagents to play video- and board games autonomously. Thisproject aims to study the efficiency of the reinforcement learningalgorithms Q-learning and deep Q-learning for dynamical multi-agent problems. The goal is to train robots to optimally navigatethrough a warehouse without colliding. READ MORE