Essays about: "cascade training"

Showing result 1 - 5 of 7 essays containing the words cascade training.

  1. 1. A Comparative study of YOLO and Haar Cascade algorithm for helmet and license plate detection of motorcycles

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Anusha Jayasree Mavilla Vari Palli; Vishnu Sai Medimi; [2022]
    Keywords : Accuracy; Haar Cascade Classifier; Helmet Detection; License Plate Detection; YOLOv3 algorithm.;

    Abstract : Background: Every country has seen an increase in motorcycle accidents over the years due to social and economic differences as well as regional variations in transportation circumstances. One common mode of transportation for those in the middle class is a motorbike.  Every motorbike rider is legally required to wear a helmet when driving a bike. READ MORE

  3. 2. Validation Based Cascade-Correlation Training of Artificial Neural Networks

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Author : John Ringdahl; [2020]
    Keywords : Machine learning; Artificial Neural Networks; Constructive; Cascade-Correlation; Validation Based; Physics and Astronomy;

    Abstract : The Cascade-Correlation learning algorithm, Cascor, is a self-constructive learning algorithm introduced by Fahlman in 1990, which builds the networks one node at the time based on the errors of the network. Cascor has been criticized for creating excessively deep networks and easily overfit. READ MORE

  4. 3. Automated Facial Action Unit Recognition in Horses

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

    Author : Zhenghong Li; [2020]
    Keywords : ;

    Abstract : In recent years, with the development of deep learning and the applications of deep learning models, computer vision tasks such as human facial action unit recognition have made significant progress. Inspired by these works, we have investigated the possibility of training a model to recognize horse facial action units automatically. READ MORE

  5. 4. Autologous conditioned serum och platelet rich plasma : innehåll och användning vid osteoartrit och senskador hos häst

    University essay from SLU/Dept. of Biomedical Sciences and Veterinary Public Health

    Author : Johan Lundgren; [2018]
    Keywords : autologt konditionerat serum; ACS; ; IRAP; Platelet Rich Plasma; PRP;

    Abstract : Rörelsestörningar hos hästar är ett problem med många orsaker, exempelvis trauma eller överbelastning. Som behandlande veterinär finns det flera behandlingsmetoder att välja mellan. Autologa behandlingsmetoder växer sig starkare och används idag av många, trots att behandlingarna inte är helt utredda till innehåll och funktion. READ MORE

  6. 5. On the Construction of an Automatic Traffic Sign Recognition System

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Fredrik Jonsson; [2017]
    Keywords : traffic sign recognition; object detection; image classification; mixture models; Gibbs sampling;

    Abstract : This thesis proposes an automatic road sign recognition system, including all steps from the initial detection of road signs from a digital image to the final recognition step that determines the class of the sign. We develop a Bayesian approach for image segmentation in the detection step using colour information in the HSV (Hue, Saturation and Value) colour space. READ MORE