Essays about: "object detection"

Showing result 1 - 5 of 283 essays containing the words object detection.

  1. 1. Implementation of a Deep Learning Inference Accelerator on the FPGA.

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

    Author : Shenbagaraman Ramakrishnan; [2020]
    Keywords : Artificial Intelligence; Machine Learning; Deep Learning; Neural Networks; Deep Learning Accelerators; NVDLA; FPGA; Technology and Engineering;

    Abstract : Today, Artificial Intelligence is one of the most important technologies, ubiquitous in our daily lives. Deep Neural Networks (DNN's) have come up as state of art for various machine intelligence applications such as object detection, image classification, face recognition and performs myriad of activities with exceptional prediction accuracy. READ MORE

  2. 2. Positional calibration methods for linear pipetting robot

    University essay from Uppsala universitet/Institutionen för elektroteknik

    Author : Oscar Uudelepp; [2020]
    Keywords : linear; robot; pose; calibration; camera; vision; pressure;

    Abstract : This thesis aims to investigate and develop two positional calibration methods that can be applied to a linear pipetting robot. The goal of the calibration is to detect displacements that have been made to objects that are located in the the robot’s reference system and try to estimate their new position. READ MORE

  3. 3. Air Reconnaissance Analysis using Convolutional Neural Network-based Object Detection

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Niklas Fasth; Rasmus Hallblad; [2020]
    Keywords : Deep Learning; Object detection; Convolutional neural network; Faster R-CNN; Single Shot MultiBox Detector; Aerial images; Data annotation;

    Abstract : The Swedish armed forces use the Single Source Intelligent Cell (SSIC), developed by Saab, for analysis of aerial reconnaissance video and report generation. The analysis can be time-consuming and demanding for a human operator. In the analysis workflow, identifying vehicles is an important part of the work. READ MORE

  4. 4. Machine Learning for FMCW Radar Interference Mitigation

    University essay from Lunds universitet/Matematisk statistik

    Author : Jessica Nilsson; Ludvig Hassbring; [2020]
    Keywords : FMCW radar; interference mitigation; convolutional neural network; Mathematics and Statistics;

    Abstract : Frequency Modulated Continuous Wave radar is used for object detection and localization, e.g., for surveillance purposes or for automotive systems. The amount of radars is increasing, which leads to an increasing amount of radar interference. READ MORE

  5. 5. Study of reflective and polarization properties of objects found in automotive LiDAR applications

    University essay from Umeå universitet/Institutionen för fysik

    Author : Daniel Tonvall; [2020]
    Keywords : Bidirectional Reflectance Distribution Function; BRDF; Polarization; LiDAR;

    Abstract : In the development of autonomous vehicles, replacing the driver and its perceptive abilities is one of many technical challenges. As a part in solving these challenges, Light Detection And Ranging (LiDAR) is a promising technology. READ MORE