Convolution neural networks for real-time needle detection and localization in 2D ultrasound

2018 ◽  
Vol 13 (5) ◽  
pp. 647-657 ◽  
Author(s):  
Cosmas Mwikirize ◽  
John L. Nosher ◽  
Ilker Hacihaliloglu
Keyword(s):  
Neural Networks ◽  
Real Time ◽  
Convolution Neural Networks ◽  
2D Ultrasound ◽  
Needle Detection ◽  
Detection And Localization

scholarly journals Real Time Object Detection Canbe Embedded on Low Powered Devices

2019 ◽  
Author(s):  
Jimut Bahan Pal
Keyword(s):  
Neural Networks ◽  
Object Detection ◽  
Open Source ◽  
Real Time ◽  
Detection System ◽  
Computing Power ◽  
Convolution Neural Networks ◽  
Real Challenge ◽  
New Algorithms

It has been a real challenge for computers with low computing power and memory to detect objects in real time. After the invention of Convolution Neural Networks (CNN) it is easy for computers to detect images and recognize them. There are several technologies and models which can detect objects in real time, but most of them require high end technologies in terms of GPUs and TPUs. Though, recently many new algorithms and models have been proposed, which runs on low resources. In this paper we studied MobileNets to detect objects using webcam to successfully build a real time objectdetection system. We observed the pre trained model of the famous MS COCO dataset to achieve our purpose. Moreover, we applied Google’s open source TensorFlow as our back end. This real time object detection system may help in future to solve various complex vision problems.

Real-time multimodal ADL recognition using convolution neural networks

2020 ◽  
Author(s):  
Danushka Madhuranga ◽  
Rivindu Madushan ◽  
Chathuranga Siriwardane ◽  
Kutila Gunasekera
Keyword(s):  
Neural Networks ◽  
Real Time ◽  
Convolution Neural Networks

Real-time Detection of Early Drowsiness using Convolution Neural Networks

2021 ◽  
Keyword(s):  
Neural Networks ◽  
International Symposium ◽  
Real Time ◽  
Fast Track ◽  
Convolution Neural Networks ◽  
Electronic Imaging ◽  
Real Time Detection

Fast track article for IS&T International Symposium on Electronic Imaging 2021: Imaging and Multimedia Analytics in a Web and Mobile World proceedings.

scholarly journals Farmer-Friendly Mobile Application for Automated Leaf Disease Detection of Real-Time Augmented Data Set using Convolution Neural Networks

2020 ◽  
Vol 16 (2) ◽  
pp. 158-166
Author(s):  
Rishiikeshwer B. S. ◽  
T. Aswin Shriram ◽  
J. Sanjay Raju ◽  
M. Hari ◽  
B. Santhi ◽  
...  
Keyword(s):  
Neural Networks ◽  
Real Time ◽  
Mobile Application ◽  
Disease Detection ◽  
Data Set ◽  
Convolution Neural Networks ◽  
Leaf Disease

scholarly journals Single-Shot Convolution Neural Networks for Real-Time Fruit Detection Within the Tree

2019 ◽  
Vol 10 ◽  
Author(s):  
Kushtrim Bresilla ◽  
Giulio Demetrio Perulli ◽  
Alexandra Boini ◽  
Brunella Morandi ◽  
Luca Corelli Grappadelli ◽  
...  
Keyword(s):  
Neural Networks ◽  
Real Time ◽  
Single Shot ◽  
Convolution Neural Networks
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