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"Intelligent waste classification approach based on improved multi-laye" by Megha Chhabra, Bhagwati Sharan et al.

This study aims to improve the performance of organic to recyclable waste through deep learning techniques. Negative impacts on environmental and Social development have been observed relating to the poor waste segregation schemes. Separating organic waste from recyclable waste can lead to a faster and more effective recycling process. Manual waste classification is a time-consuming, costly, and less accurate recycling process. Automated segregation in the proposed work uses Improved Deep Convolutional Neural Network (DCNN). The dataset of 2 class category with 25077 images is divided into 70% training and 30% testing images. The performance metrics used are classification Accuracy, Missed Detection Rate (MDR), and False Detection Rate (FDR). The results of Improved DCNN are compared with VGG16, VGG19, MobileNetV2, DenseNet121, and EfficientNetB0 after transfer learning. Experimental results show that the image classification accuracy of the proposed model reaches 93.28%. ....

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Xplore Lifestyle partners with CardiacSense, launches medical-grade smartwatch

Manufactured in Israel, it is priced at Rs 1 lakh plus taxes, and will be available for consumers in the first phase from September this year. ....

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Trinity Cyber Achieves Strong Business Momentum as Market Seeks Better and More Automated Threat Prevention

/PRNewswire/ Trinity Cyber, Inc., a technology start up that redefined the network security gold standard last year, today announced strong business. ....

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