Essays about: "residual neural network"

Showing result 1 - 5 of 15 essays containing the words residual neural network.

  1. 1. Semantic segmentation of off-road scenery on embedded hardware using transfer learning

    University essay from KTH/Mekatronik

    Author : Filip Elander; [2021]
    Keywords : Semantic Segmentation; forestry navigation; Deep Neural Network; autonomous navigation; residual neural network; Convolutional neural network; Semantisk Segmentering; Autonom Terrängnavigering; Residuala Nätverk; Konvolutionellt Neuralt Nätverk; Autonom navigering;

    Abstract : Real-time semantic scene understanding is a challenging computer vision task for autonomous vehicles. A limited amount of research has been done regarding forestry and off-road scene understanding, as the industry focuses on urban and on-road applications. READ MORE

  2. 2. The Effect of Beautification Filters on Image Recognition : "Are filtered social media images viable Open Source Intelligence?"

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Vasilios Skepetzis; Pontus Hedman; [2021]
    Keywords : face recognition; OSINT; machine learning; deep learning; convolutional neural networks; social media filters; u-net; residual neural network; Ansiktsigenkänning; OSINT; maskininlärning; djupinlärning; faltningsnätverk; sociala media filter; u-net; residual neuronnät;

    Abstract : In light of the emergence of social media, and its abundance of facial imagery, facial recognition finds itself useful from an Open Source Intelligence standpoint. Images uploaded on social media are likely to be filtered, which can destroy or modify biometric features. READ MORE

  3. 3. AI-Powered Network Traffic Prediction

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

    Author : Amin Bolakhrif; [2021]
    Keywords : Deep Learning; IP Address; Machine Learning; Network Traffic Flows; Neural Networks; Predictive Model; Regression.; Djupinlärning; IP Address; Maskininlärning; Nätverkstrafikflöden; Neurala Nätverk; Prediktionsmodell; Regression.;

    Abstract : In this Internet and big data era, resource management has become a crucial task to ensure the quality of service for users in modern wireless networks. Accurate and rapid Internet traffic data is essential for many applications in computer networking to enable high networking performance. READ MORE

  4. 4. Segmentation of cancer epithelium using nuclei morphology with Deep Neural Network

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Osheen Sharma; [2020]
    Keywords : Histological; morphology; Convolutional Neural Network; seg- mentation; bladder cancer;

    Abstract : Bladder cancer (BCa) is the fourth most commonly diagnosed cancers in men and the eighth most common in women. It is an abnormal growth of tissues which develops in the bladder lining. Histological analysis of bladder tissue facilities diagnosis as well as it serves as an important tool for research. READ MORE

  5. 5. Semantic Segmentation of Urban Scene Images Using Recurrent Neural Networks

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Venkata Satya Sai Ajay Daliparthi; [2020]
    Keywords : Image Segmentation; Deep Learning; Convolutional Neural Networks; Recurrent Neural Networks; Encoder-Decoder Models; and Scene Understanding;

    Abstract : Background: In Autonomous Driving Vehicles, the vehicle receives pixel-wise sensor data from RGB cameras, point-wise depth information from the cameras, and sensors data as input. The computer present inside the Autonomous Driving vehicle processes the input data and provides the desired output, such as steering angle, torque, and brake. READ MORE