Essays about: "end-to-end learning"

Showing result 1 - 5 of 25 essays containing the words end-to-end learning.

  1. 1. Defect Detection and OCR on Steel

    University essay from Linköpings universitet/Datorseende; Linköpings universitet/Datorseende

    Author : Jakob Grönlund; Angelina Johansson; [2019]
    Keywords : Defect detection; OCR; Convolutional Autoencoder; Faster R-CNN;

    Abstract : In large scale productions of metal sheets, it is important to maintain an effective way to continuously inspect the products passing through the production line. The inspection mainly consists of detection of defects and tracking of ID numbers. READ MORE

  2. 2. End-to-End Road Lane Detection and Estimation using Deep Learning

    University essay from Linköpings universitet/Datorseende; Linköpings universitet/Datorseende

    Author : Malcolm Vigren; Linus Eriksson; [2019]
    Keywords : deep learning; lane detection; active safety; machine learning; end-to-end;

    Abstract : The interest for autonomous driving assistance, and in the end, self-driving cars, has increased vastly over the last decade. Automotive safety continues to be a priority for manufacturers, politicians and people alike. Visual-based systems aiding the drivers have lately been boosted by advances in computer vision and machine learning. READ MORE

  3. 3. Classifying Material Defects with Convolutional Neural Networks and Image Processing

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Jawid Heidari; [2019]
    Keywords : artificial neural network; CNN; machine learning; convolutional neural network; image processing;

    Abstract : Fantastic progress has been made within the field of machine learning and deep neural networks in the last decade. Deep convolutional neural networks (CNN) have been hugely successful in imageclassification and object detection. These networks can automate many processes in the industries and increase efficiency. READ MORE

  4. 4. Deep learning navigation for UGVs on forests paths

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

    Author : Linus Lind; [2018]
    Keywords : ;

    Abstract : Artificial intelligence and machine learning have seen great progress in recent years. In this work, we will look at the application of machine learning in visual navigational systems for unmanned vehicles in natural environments. READ MORE

  5. 5. 3D YOLO: End-to-End 3D Object Detection Using Point Clouds

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

    Author : Ezeddin Al Hakim; [2018]
    Keywords : Computer vision; Machine Learning; Autonomous Vehicles; Autonomous Cars; Lider; Point Cloud; Deep Learning; Object Detection; YOLO;

    Abstract : For safe and reliable driving, it is essential that an autonomous vehicle can accurately perceive the surrounding environment. Modern sensor technologies used for perception, such as LiDAR and RADAR, deliver a large set of 3D measurement points known as a point cloud. READ MORE