GitHub

Does ncnn support DeconvNet?

I am currently working on a deep learning project where I am exploring the use of DeconvNet for various tasks. I would like to know if ncnn supports DeconvNet, or if there are any plans to support it ...
Frontiers

DTCNet: finger flexion decoding with three-dimensional ECoG data

School of Big Data, Zhuhai College of Science and Technology, Zhuhai, China ECoG signals are widely used in Brain-Computer Interfaces (BCIs) due to their high spatial resolution and superior signal ...
GitHub

Using FeatUp as an upsampling module in UNet

I would like to test FeatUp as an upsampling module in the decoder of a UNet like architecture instead of transposed convolution or upsampling + convolution. Is it feasible at the moment ? I feel like ...
IEEE

An Improved Dilated-transposed Convolution Detector of Weld Proximity Defects

Abstract: Weld proximity defects present some characteristics, including mutual occupancy areas, high density, and small-target sizes, which is a challenge to detect industrial sheet welding ...
Scientific Research Publishing

Hijazi, S., Kumar, R. and Rowen, C. (2015) Using Convolutional Neural Networks for Image Recognition. Cadence Design Systems Inc., San Jose.

ABSTRACT: In this paper, an improved Fast-R-CNN nuclear power cold source disaster biological image recognition algorithm is proposed to improve the safety operation of nuclear power plants. Firstly, ...
Scientific Research Publishing

Research on Biometric Identification Method of Nuclear Cold Source Disaster Based on Deep Learning ()

In this paper, an improved Fast-R-CNN nuclear power cold source disaster biological image recognition algorithm is proposed to improve the safety operation of nuclear power plants. Firstly, the image ...
Frontiers

Development of a Super-Resolution Scheme for Pediatric Magnetic Resonance Brain Imaging Through Convolutional Neural Networks

1 Medical Image Analysis and Biometry Lab, Universidad Rey Juan Carlos, Madrid, Spain 2 Department of Radiology, Hospital Universitario Quirónsalud, Madrid, Spain Pediatric medical imaging represents ...