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Build Edge AI Systems Using eFPGA Technology

Artificial-intelligence algorithms, particularly artificial neural networks and their hardware, are critical in addressing edge AI applications. ....

Forward Neural Networks , Geometry Group At Oxford University , Classification Of Neural Networks , Visual Geometry Group , Oxford University ,

The battle against potato black dot: A comprehensive review of two decades of research and management strategies

The battle against potato black dot: A comprehensive review of two decades of research and management strategies
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United Kingdom , Jorge Luis , Aberystwyth University , Geometry Group , Researchers At Cranfield University , Cranfield University , Visual Geometry Group , Integrated Approach , Manage Potato Black Dot Disease , Bayer Crop Science United ,

"A COVID-19 X-ray image classification model based on an enhanced convo" by Ashwini Kumar Pradhan, Debahuti Mishra et al.

The classification of medical images is significant among researchers and physicians for the early identification and clinical treatment of many disorders. Though, traditional classifiers require more time and effort for feature extraction and reduction from images. To overcome this problem, there is a need for a new deep learning method known as Convolution Neural Network (CNN), which shows the high performance and self-learning capabilities. In this paper,to classify whether a chest X-ray (CXR) image shows pneumonia (Normal) or COVID-19 illness, a test-bed analysis has been carried out between pre-trained CNN models like Visual Geometry Group (VGG-16), VGG-19, Inception version 3 (INV3), Caps Net, DenseNet121, Residual Neural Network with 50 deep layers (ResNet50), Mobile-Net and proposed CNN classifier. It has been observed that, in terms of accuracy, the proposed CNN model appears to be potentially superior to others. Additionally, in order to increase the performance of the CNN cl ....

Convolution Neural Network , Geometry Group , Neural Network , Visual Geometry Group , Caps Net , Residual Neural Network , Hill Climbing Algorithm , Particle Swarm Optimization , Receiver Operating Characteristic Curve , Area Under , Covid 19 , Ill Climbing Algorithms , Image Classification , Ailored Convolutional Neural Network , X Ray Images ,