Essays about: "traffic sign recognition"

Showing result 1 - 5 of 16 essays containing the words traffic sign recognition.

  1. 1. Generation of Synthetic Traffic Sign Images using Diffusion Models

    University essay from Linköpings universitet/Datorseende

    Author : Johanna Carlson; Lovisa Byman; [2023]
    Keywords : Machine Learning; Computer Vision; Diffusion Models; Traffic Sign Recognition; Traffic Sign Classification; Synthetic Data; Maskininlärning; Datorseende; Diffusionsmodeller; Trafikskyltsigenkänning; Trafikskyltsklassificering; Syntetisk data;

    Abstract : In the area of Traffic Sign Recognition (TSR), deep learning models are trained to detect and classify images of traffic signs. The amount of data available to train these models is often limited, and collecting more data is time-consuming and expensive. READ MORE

  3. 2. Traffic Sign Recognition

    University essay from Blekinge Tekniska Högskola/Institutionen för matematik och naturvetenskap

    Author : srikanthreddy chiluka; [2021]
    Keywords : ;

    Abstract : Smart vehicles with capabilities of autonomous driving are a big revolution in automobile industry. The vehicles can sense their environment and react based on it. It replaces the manual driver. Recognition of traffic sign is an important enabler for autonomous driving. READ MORE

  4. 3. A Deep Learning Application for Traffic Sign Recognition

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Pramod Sai Kondamari; Anudeep Itha; [2021]
    Keywords : Image Processing; Deep Learning Algorithms; Convolutional Neural Network CNN ; OpenCV; Supervised Learning.;

    Abstract : Background: Traffic Sign Recognition (TSR) is particularly useful for novice driversand self-driving cars. Driver Assistance Systems(DAS) involves automatic trafficsign recognition. Efficient classification of the traffic signs is required in DAS andunmanned vehicles for safe navigation. READ MORE

  5. 4. Traffic Sign Recognition Using Machine Learning

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

    Author : Sharif Sharif; Joanna Lilja; [2020]
    Keywords : Traffic sign detection; Machine Learning; Image Recognition; Object Identification; Igenkänning av trafikskyltar; Maskininlärning; Bildigenkänning; Objektidentifikation;

    Abstract : Computer vision is an area in computer science that attempts to give computers the ability to see and recognise objects using varying sources of input, such as video or pictures. This problem is usually solved by using artificial intelligence (AI) techniques. The most common being deep learning. READ MORE

  6. 5. A comparison of training algorithms when training a Convolutional Neural Network for classifying road signs

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

    Author : Rasmus Bergendal; Andreas Rohlén; [2019]
    Keywords : ;

    Abstract : This thesis is a comparison between three dierent training algorithms when training a Convolutional Neural Network for classifying road signs. The algorithms that were compared were Gradient Descent, Adadelta, and Adam. READ MORE