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Health Status Prediction

URL: https://github.com/bhuvi28/Health-Status-Prediction

Description:

Obesity is a global health concern that is associated with various health problems. To address this issue, we propose a machine learning-based tool that predicts a person's health status based on their obesity level, which is determined using their height and weight.

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Weed_detecton_Using_OneAPI

URL: https://github.com/payal211/weed-detection

Description:

This project uses YOLO object detection to identify and remove weeds in agriculture. It offers an efficient, sustainable alternative to traditional pesticide-based weed management, resulting in increased yields. This system can automate weed detection and remediation, making it useful for farmers.

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Automated Weed Detection and Removal in Agricultural Fields Using oneAPI Toolkit

URL: https://github.com/Nitin-Mane/Automated-Weed-Detection

Description:

The proposed method uses a Residual Network (ResNet) architecture with Auto Mixed Precision (AMP) to classify images of crops and weeds. The use of AMP allows for dynamic adjustment of the precision of computations during training and inference, which can improve the model's performance.

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Predict the quality of water using Intel oneAPI AI Analtyics toolkit - sandy inspires

URL: https://github.com/Santhoshkumard11/fresh-water-classifier

Description:

Deploying a binary classification model on Azure Function to do on-demand predictions at scale powered by Intel oneAPi AI Analytics Toolkit. We have multiple versions of the model with varying f1 scores - the latest model has 94 as it's f1 score. Integrated GitHub actions with GitHub repo to make se

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矩阵乘法的并行实现-并行运算大作业

URL: https://gitee.com/doraemon22333/parallel-operation

Description:

根据数学知识用三重循环实现矩阵乘法的基础上,改变循环的次序增大cache命中率,以及实现分块矩阵乘法,在这些基础上采用并行算法实现矩阵乘法,矩阵分块乘法

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