Essays about: "camera learning thesis"

Showing result 16 - 20 of 144 essays containing the words camera learning thesis.

1. 16. Lights, Camera, BERT! : Autonomizing the Process of Reading andInterpreting Swedish Film Scripts

   University essay from Uppsala universitet/Datalogi

   Author : Leon Henzel; [2023]
   Keywords : NLP; Active Learning; Transformers; BERT;

   Abstract : In this thesis, the autonomization of extracting information from PDFs of Swedish film scriptsthrough various machine learning techniques and named entity recognition (NER) is explored.Furthermore, it is explored if labeled data needed for the NER tasks can be reduced to some degreewith the goal of saving time. READ MORE

3. 17. Improving Image Classification using Domain Adaptation for Autonomous Driving : A Master Thesis in Collaboration with Scania

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

   Author : Mikael Westlund; [2023]
   Keywords : Autonomous driving; Deep Learning; Domain Adaptation; Image classification; LiDAR; Transfer Learning; Självkörande fordon; Djupinlärning; Domain Adaptation; Bildklassificering; LiDAR; Överföringsinlärning;

   Abstract : Autonomous driving is a rapidly changing industry and has recently become a heavily focused research topic for vehicle producing companies and research organizations. These autonomous vehicles are typically equipped with sensors such as Light Detection and Radar (LiDAR) in order to perceive their surroundings. READ MORE

4. 18. Contactless palm print recognition: Novel design and palm openness classification

   University essay from Lunds universitet/Matematik LTH

   Author : Simon Mahdavi Khayavi; Leo Yi-Lei Li; [2023]
   Keywords : Mathematics and Statistics;

   Abstract : Biometric technologies, such as facial and fingerprint recognition, have become widely adopted for identity verification in various applications. Palm biometrics, utilizing the unique patterns of the human palm, has gained significant attention for its accuracy and security. READ MORE

5. 19. Fog detection using an artificial neural network

   University essay from Lunds universitet/Matematisk statistik

   Author : Quanwei Li; Tiancheng Ma; [2023]
   Keywords : Machine Learning; Deep Learning; Image Analysis; Computer Vision; Mathematics and Statistics;

   Abstract : This project studies a method of image-based fog detection directly from a camera without using the transmissometer. Fog can be detected using transmissometers which could be a very costly approach. This thesis presents an image-based approach for fog detection using Artificial Neural networks. READ MORE

6. 20. Through the Blur with Deep Learning : A Comparative Study Assessing Robustness in Visual Odometry Techniques

   University essay from Uppsala universitet/Avdelningen för systemteknik

   Author : Alexander Berglund; [2023]
   Keywords : artificial intelligence; AI; machine learning; ML; deep learning; DL; computer vision; neural networks; NN; convolutional neural networks; CNN; visual odometry; VO; robustness; motion blur; AirForestry; localization; navigation; ego-motion; pose estimation; SLAM; DF-VO; DytanVO; ORB-SLAM3; artificiell intelligens; maskininlärning; datorseende;

   Abstract : In this thesis, the robustness of deep learning techniques in the field of visual odometry is investigated, with a specific focus on the impact of motion blur. A comparative study is conducted, evaluating the performance of state-of-the-art deep convolutional neural network methods, namely DF-VO and DytanVO, against ORB-SLAM3, a well-established non-deep-learning technique for visual simultaneous localization and mapping. READ MORE