Essays about: "Pixel-wise classification"

Showing result 1 - 5 of 12 essays containing the words Pixel-wise classification.

  1. 1. Locating power lines in satellite images with semantic segmentation

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Erik Lundman; [2022]
    Keywords : AI; Machine learning; Semantic segmentation; Power lines; Satellite images;

    Abstract : The inspection of power lines is an important process to maintain a stable electrical infrastructure. Simultaneously it is very time consuming task considering there are 164 000 km of power lines in Sweden alone. A cheaper and more sustainable approach is an automatic inspection with drones. READ MORE

  3. 2. Evaluation of In-Silico Labeling for Live Cell Imaging

    University essay from Umeå universitet/Institutionen för fysik

    Author : Elsa Sörman Paulsson; [2021]
    Keywords : Deep learning; Machine Learning; Image analysis; CNN; cell; live cell imaging; supervised learning; AI; artificial intelligence; sartorius;

    Abstract : Today new drugs are tested on cell cultures in wells to minimize time, cost, andanimal testing. The cells are studied using microscopy in different ways and fluorescentprobes are used to study finer details than the light microscopy can observe.This is an invasive method, so instead of molecular analysis, imaging can be used. READ MORE

  4. 3. Do Judge a Book by its Cover! : Predicting the genre of book covers using supervised deep learning. Analyzing the model predictions using explanatory artificial intelligence methods and techniques.

    University essay from Linköpings universitet/Datorseende

    Author : Alice Velander; David Gumpert Harrysson; [2021]
    Keywords : Convolutional neural network; Book cover; Explanatory artificial intelligence;

    Abstract : In Storytel’s application on which a user can read and listen to digitalized literature, a user is displayed a list of books where the first thing the user encounters is the book title and cover. A book cover is therefore essential to attract a consumer’s attention. READ MORE

  5. 4. Pushing the boundary of Semantic Image Segmentation

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

    Author : Shipra Jain; [2020]
    Keywords : Deep Learning; computer vision; semantic segmentation; metric learning; contrastive learning; Djup lärning; datorsyn; semantisk segmentering; metrisk inlärning; kontrastivt lärande;

    Abstract : The state-of-the-art object detection and image classification methods can perform impressively on more than 9k classes. In contrast, the number of classes in semantic segmentation datasets are fairly limited. This is not surprising , when the restrictions caused by the lack of labeled data and high computation demand are considered. READ MORE

  6. 5. Instance Segmentation of Buildings in Satellite Images

    University essay from Linköpings universitet/Datorseende

    Author : Karin Fritz; [2020]
    Keywords : cnn; convolutional neural networks; instance segmentation; semantic segmentation;

    Abstract : When creating a photo realistic 3D model of the world using satellite imagery, image classification is an important part of the process. In this thesis the specificpart of automated building extraction is investigated. READ MORE