Essays about: "Machine vision"

Showing result 1 - 5 of 165 essays containing the words Machine vision.

  1. 1. Real-time vehicle and pedestrian detection, a data-driven recommendation focusing on safety as a perception to autonomous vehicles

    University essay from Malmö universitet/Teknik och samhälle

    Author : Chippen Vlahija; Ahmed Abdulkader; [2020]
    Keywords : Machine Learning; Object Detection; Autonomous vehicle; Safety; Vehicle and Pedestrians;

    Abstract : Object detection exists in many countries around the world after a recent growing interest for autonomous vehicles in the last decade. This paper focuses on a vision-based approach focusing on vehicles and pedestrians detection in real-time as a perception for autonomous vehicles, using a convolutional neural network for object detection. READ MORE

  2. 2. Product Matching Using Image Similarity

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Melker Forssell; Gustav Janér; [2020]
    Keywords : AI; ML; Triplet Loss; SNN; Machine Learning; Artificiall Intelligence; Similarity Learning; Metric Learning; Computer Vision; Product Matching; Image Matching;

    Abstract : PriceRunner is an online shopping comparison company. To maintain up-todate prices, PriceRunner has to process large amounts of data every day. The processing of the data includes matching unknown products, referred to as offers, to known products. READ MORE

  3. 3. Development of machine learning models for object identification of parasite eggs using microscopy

    University essay from Uppsala universitet/Signaler och system

    Author : Joel Larsson; Rasmus Hedberg; [2020]
    Keywords : AI; computer; vision; machine; learning; parasite; eggs; soil-transmitted; helminths; neglected; tropical; diseases;

    Abstract : Over one billion people in developing countries are afflicted by parasitic infections caused by soil-transmitted helminths. These infections are treatable with cheap and safe medicine that is widely available. READ MORE

  4. 4. MobilePose: Real-Time 3D Hand Pose Estimation from a Single RGB Image

    University essay from Lunds universitet/Matematik LTH

    Author : David Larsson; Sofie Hellmark; [2020]
    Keywords : 3D hand pose estimation; real-time; Convolutional neural networks; Image analysis; Machine learning; AR; Mathematics and Statistics;

    Abstract : Estimating 3D hand poses from RGB images is a challenging task. In this work we construct efficient neural networks to regress sparse 3D skeletons consisting of 21 keypoints in the hand. Additionally heatmaps are regressed to locate the keypoints in 2D. READ MORE

  5. 5. Automated visual inspections for final assembly : A case study of cab assembly at Scania Oskarshamn

    University essay from Luleå tekniska universitet/Institutionen för ekonomi, teknik och samhälle; Luleå tekniska universitet/Institutionen för ekonomi, teknik och samhälle

    Author : Amos Johnson; Hannes Aronsson; [2020]
    Keywords : Quality inspections; machine vision; deep neural networks; final assembly; Kvalitetsinspektioner; machine vision; djupinlärning; slutmontering;

    Abstract : Quality inspections have seen varying degrees of automation depending on the complexity of the task and the environment. Especially in later phases of multi-stage manufacturing processes, such as final assembly in automotive industries, quality inspections are largely manual to this day. READ MORE