Nature

A novel hybrid inception-xception convolutional neural network for efficient plant disease ...

Plants are essential at all stages of living things. Plant pests, diseases, and symptoms are most regularly visible in plant leaves and fruits and sometimes within the roots. Yet, their diagnosis by ...
Nature

CNN–Transformer gated fusion network for medical image super-resolution

With the wide application of medical imaging technology, medical images have become an important auxiliary tool for medical diagnosis. Obtaining medical images with rich and clear texture details ...
pv magazine International

PV module fault diagnosis uses convolutional neural network

Researchers in China have created a dataset of various PV faults and normalized it to accommodate different array sizes and typologies. After testing the new approach in combination with the 1D-CNN ...
pv magazine International

Ultra-short-term PV forecasting based on convolutional neural network, long short-term memory

Scientists have created a novel probabilistic model for 5-minutes ahead PV power forecasting. The method combines a convolutional neural network with bidirectional long short-term memory, attention ...