LAUSR

About LAUSR
Donate
Contact Us

Follow us:

You are not signed in:

Sign Up!


   Articles with "googlenet" as a keyword



Photo by acfb5071 from unsplash

Power Efficient Design of High-Performance Convolutional Neural Networks Hardware Accelerator on FPGA: A Case Study With GoogLeNet

Sign Up to like & get
recommendations! Published in 2021 at "IEEE Access"

DOI: 10.1109/access.2021.3126838

Abstract: Convolutional neural networks (CNNs) have dominated image recognition and object detection models in the last few years. They can achieve the highest accuracies with several applications such as automotive and biomedical applications. CNNs are usually… read more here.

Keywords: googlenet; power; convolutional neural; performance ... See more keywords
Photo by campaign_creators from unsplash

Apple Disease Recognition Based on Small-scale Data Sets

Sign Up to like & get
recommendations! Published in 2021 at "Applied Engineering in Agriculture"

DOI: 10.13031/aea.14187

Abstract: HighlightsThe proposed data enhancement method can be used for small-scale data sets with rich sample image features.The accuracy of the new model reaches 98.5%, which is better than the traditional CNN method.Abstract: GoogLeNet offers far… read more here.

Keywords: apple; scale data; googlenet; model ... See more keywords
Photo by dulhiier from unsplash

Automatic Identification of Glaucoma Using Deep Learning Methods

Sign Up to like & get
recommendations! Published in 2017 at "Studies in health technology and informatics"

DOI: 10.3233/978-1-61499-830-3-318

Abstract: This paper proposes an automatic classification method to detect glaucoma in fundus images. The method is based on training a neural network using public image databases. The network used in this paper is the GoogLeNet,… read more here.

Keywords: googlenet; network; automatic identification; glaucoma ... See more keywords
Photo by hajjidirir from unsplash

Glioma Grading on Conventional MR Images: A Deep Learning Study With Transfer Learning

Sign Up to like & get
recommendations! Published in 2018 at "Frontiers in Neuroscience"

DOI: 10.3389/fnins.2018.00804

Abstract: Background: Accurate glioma grading before surgery is of the utmost importance in treatment planning and prognosis prediction. But previous studies on magnetic resonance imaging (MRI) images were not effective enough. According to the remarkable performance… read more here.

Keywords: googlenet; transfer learning; glioma grading; deep learning ... See more keywords