Essays about: "Real time object detection"

Showing result 1 - 5 of 62 essays containing the words Real time 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. Real Time Detection and Recognition of Construction Vehicles : Using Deep Learning Methods

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Sai Krishna Chadalawada; [2020]
    Keywords : Object detection and recognition; Deep Learning; Classification performance; YOLOv3; Construction Vehicles;

    Abstract : Background. The driving conditions of construction vehicles and their surrounding environment is different from the traditional transportation vehicles. As a result,they face unique challenges while operating in the construction/evacuation sites. READ MORE

  3. 3. A One-stage Detector for Extremely-small Objects Based on Feature Pyramid Network

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

    Author : Yini Gao; [2020]
    Keywords : ;

    Abstract : Thanks to the recent development in Graphics Processing Unit (GPU) and deep neural network, outstanding enhancement has been made in real-time and multi-scale object detection. However, most of these detectors ignore the situations where the target needs to be identified is extremely-small corresponding to the size of the image or video. READ MORE

  4. 4. Deep Neural Network Compression for Object Detection and Uncertainty Quantification

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Mohammad Ahraz Asif; Georgios Tzelepis; [2019-11-21]
    Keywords : Deep Learning; Model Compression; Knowledge Distillation; Bayesian Deep Learning; Object Detection;

    Abstract : Neural networks have been notorious for being computational expensive. Their demand for hardware resources prohibits their extensive use in embedded devices and puts restrictions on tasks like real time tracking. READ MORE

  5. 5. Object Detection in Object Tracking System for Mobile Robot Application

    University essay from KTH/Matematisk statistik

    Author : Alessandro Foa'; [2019]
    Keywords : ;

    Abstract : This thesis work takes place at the Emerging Technologies department of Volvo Construction Equipment(CE), in the context of a larger project which involves several students. The focus is a mobile robot built by Volvo for testing some AI features such as Decision Making, Natural Language Processing, Speech Recognition, Object Detection. READ MORE