Essays about: "computer vision"

Showing result 1 - 5 of 441 essays containing the words computer vision.

  1. 1. Detecting COVID-19 Using Transfer Learning

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

    Author : Adnan Jamil Ahsan; Daniel Landberg; [2020]
    Keywords : ;

    Abstract : COVID-19 is currently an ongoing pandemic and the large demand for testing of the disease has led to insufficient resources in hospitals. In order to increase the efficiency of COVID- 19 detection, computer vision based systems can be used. READ MORE

  2. 2. Deep Learning for Point Detection in Images

    University essay from Linköpings universitet/Datorseende

    Author : Björn Runow; [2020]
    Keywords : Deep learning; Point detection; U-Net; UNet ; HRNet; FCN; Weighted Hausdorff distance; EU-pallet; Computer vision;

    Abstract : The main result of this thesis is a deep learning model named BearNet, which can be trained to detect an arbitrary amount of objects as a set of points. The model is trained using the Weighted Hausdorff distance as loss function. BearNet has been applied and tested on two problems from the industry. READ MORE

  3. 3. Cascade Mask R-CNN and Keypoint Detection used in Floorplan Parsing

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Anton Eklund; [2020]
    Keywords : mask r-cnn; cascade r-cnn; cascade mask r-cnn; floorplan; floorplans; computer vision; CNN; convolutional neural networks;

    Abstract : Parsing floorplans have been a problem in automatic document analysis for long and have up until recent years been approached with algorithmic methods. With the rise of convolutional neural networks (CNN), this problem too has seen an upswing in performance. READ MORE

  4. 4. FPGA Implementation of an Anonymization Algorithm

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Niklas Kjellman; Rehenuma Tarannum; [2020]
    Keywords : FPGA anonymization privacy anonymization filter spacial filter; Technology and Engineering;

    Abstract : With the large amount of surveillance cameras in our public spaces there has been much discussion about their effects on privacy. Axis communications has an algorithm that tries to remedy this by making it hard to see who is in an image but still have it possible for a neural network to detect that there is a person present. READ MORE

  5. 5. FPGA acceleration of superpixel segmentation

    University essay from Mälardalens högskola/Inbyggda system

    Author : Magnus Östgren; [2020]
    Keywords : ;

    Abstract : Superpixel segmentation is a preprocessing step for computer vision applications, where an image is split into segments referred to as superpixels. Then running the main algorithm on these superpixels reduces the number of data points processed in comparison to running the algorithm on pixels directly, while still keeping much of the same information. READ MORE