Essays about: "YOLO"

Showing result 26 - 30 of 74 essays containing the word YOLO.

  1. 26. Object and Anomaly Detection

    University essay from Örebro universitet/Institutionen för naturvetenskap och teknik

    Author : Kristofer Klarin; Daniel Larsson; [2022]
    Keywords : BSc Thesis; Computer Science; Computer Engineering; Machine Learning; Reproducibility; You Only Look Once YOLO ; Convolutional Neural Network;

    Abstract : This project aims to contribute to the discussion regarding reproducibility of machinelearning research. This is done through utilizing the methods specified in the report ImprovingReproducibility in Machine Learning Research [30] to select an appropriateobject detection machine learning research paper for reproduction. READ MORE

  3. 27. 6G RF Waveform with AI for Human Presence Detection in Indoor Environments

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

    Author : Eirini Stratigi; [2022]
    Keywords : CNN; SVM; DBScan; MIMO; Bandwidth; frequencies; human presence detection; CNN; SVM; DBScan; MIMO; Bandbredd; frekvenser; mänsklig närvaro detektering;

    Abstract : Wireless communication equipment is widely available and the number of transmitters and receivers keeps increasing. In addition to communications, wireless nodes can be used for sensing. READ MORE

  4. 28. How Safe Is Machine Vision? : An Evaluation of the AMLAS Process in a Machine Vision Environment

    University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

    Author : Josef Hamnert; Daniel Hägglund; [2022]
    Keywords : AMLAS; ML; machine vision; safety; critical systems; evaluation; YOLO; YOLOv5;

    Abstract : This thesis evaluates the AMLAS methodology. To support the evaluation, literature studies are conducted and a machine learning dependent system that detects people and helmets is implemented. The practical work is performed according to the documentation of AMLAS. Alongside this work, a user interface is developed. READ MORE

  5. 29. Radar Detection Using Deep Learning

    University essay from Lunds universitet/Matematik LTH

    Author : Ziliang Xiong; Leonardo Carrera; [2022]
    Keywords : Deep Learning; Autonomous Driving; Radar; Point Cloud; Technology and Engineering;

    Abstract : This thesis aims to reproduce and improve a paper about dynamic road user detection on 2D bird's-eye-view radar point cloud in the context of autonomous driving. We choose RadarScenes, a recent large public dataset, to train and test deep neural networks. READ MORE

  6. 30. DRIVING-SCENE IMAGE CLASSIFICATION USING DEEP LEARNING NETWORKS: YOLOV4 ALGORITHM

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Muhammad Tamjid Rahman; [2022]
    Keywords : Machine learning; Convolutional neural network; Object detection; YOLO;

    Abstract : The objective of the thesis is to explore an approach of classifying and localizing different objects from driving-scene images using YOLOv4 algorithm trained on custom dataset.  YOLOv4, a one-stage object detection algorithm, aims to have better accuracy and speed. READ MORE