Essays about: "You only look once YOLO"

Showing result 21 - 25 of 26 essays containing the words You only look once YOLO.

  1. 21. Advanced Data Augmentation : With Generative Adversarial Networks and Computer-Aided Design

    University essay from Linköpings universitet/Datorseende

    Author : Ludwig Thaung; [2020]
    Keywords : computer vision; machine learning; YOLO; GANs; data augmentation; object recognition; object detection; CAD;

    Abstract : CNN-based (Convolutional Neural Network) visual object detectors often reach human level of accuracy but need to be trained with large amounts of manually annotated data. Collecting and annotating this data can frequently be time-consuming and financially expensive. READ MORE

  3. 22. SEG-YOLO: Real-Time Instance Segmentation Using YOLOv3 and Fully Convolutional Network

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

    Author : Zhuoyue Wang; [2019]
    Keywords : ;

    Abstract : Computer vision technology has been widely applied to augment sports TV broadcast experience.  Some of these broadcasts require accurate fore- ground segmentation on the outdoor sports scene, i.e., segmentation of po- tential sports players and highlight them. READ MORE

  4. 23. Optical Inspection for Soldering Fault Detection in a PCB Assembly using Convolutional Neural Networks

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

    Author : Muhammad Bilal Akhtar; [2019]
    Keywords : Automatic Optical Inspection; Deep Learning; Convolutional Neural Networks; Object Detection; Soldering Bridge Fault; YOLO; Optimization; Automatisk optisk inspektion; Djup lärning; Konvolutional Neural Network; Objektdetektion; Lödbronfel; YOLO; Optimering;

    Abstract : Convolutional Neural Network (CNN) has been established as a powerful toolto automate various computer vision tasks without requiring any aprioriknowledge. Printed Circuit Board (PCB) manufacturers want to improve theirproduct quality by employing vision based automatic optical inspection (AOI)systems at PCB assembly manufacturing. READ MORE

  5. 24. Object Detection in Domain Specific Stereo-Analysed Satellite Images

    University essay from Linköpings universitet/Datorseende

    Author : Fredrik Grahn; Kristian Nilsson; [2019]
    Keywords : object detection; object classification; clustering; hierarchical clustering; object localisation; machine learning; ai; image localisation; image segmentation; semantic segmentation; remote sensing images; satellite images; domain knowledge; support vector machines; svm; convolutional neural network; cnn; fully convolutional network; fcn; region-based convolutional neural network; you only look once; yolo; network fusion;

    Abstract : Given satellite images with accompanying pixel classifications and elevation data, we propose different solutions to object detection. The first method uses hierarchical clustering for segmentation and then employs different methods of classification. READ MORE

  6. 25. 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