The latest articles on DEV Community by Santiago Gonzalez (@locoalien). https://dev.to/locoalien https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F325271%2F8185c935-b9b4-4993-99aa-51353c18010a.jpeg https://dev.to/locoalien en Santiago Gonzalez Fri, 19 Jun 2020 13:50:41 +0000 https://dev.to/locoalien/sap-cloud-platform-machine-learning-with-fiori-cloud-3k3p https://dev.to/locoalien/sap-cloud-platform-machine-learning-with-fiori-cloud-3k3p <p>Hello everyone.</p> <p>A situation is shown where we use machine learning models to analyze everything related to Biosafety issues from the sap cloud platform.</p> <p>We have created an architecture where we use various SAP Cloud Platform services including the following:</p> <p>Java Server<br> Hana Database<br> Odata Provisioning<br> SAP Web IDE<br> SAP portal<br> Git<br> Fiori Cloud</p> <p>Where each service allows us to create the solution that we will see below.</p> <p>Detects the face mask on<br> <a href="https://res.cloudinary.com/practicaldev/image/fetch/s--MwzhXyOn--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://dev-to-uploads.s3.amazonaws.com/i/z33gn7308zzcsflef4fl.png" class="article-body-image-wrapper"><img src="https://res.cloudinary.com/practicaldev/image/fetch/s--MwzhXyOn--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://dev-to-uploads.s3.amazonaws.com/i/z33gn7308zzcsflef4fl.png" alt="Alt Text"></a></p> <p>Detect number of people in a certain place<br> <a href="https://res.cloudinary.com/practicaldev/image/fetch/s--HfgJ3bJe--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://dev-to-uploads.s3.amazonaws.com/i/s9i8j0krbnxm0w5550uq.png" class="article-body-image-wrapper"><img src="https://res.cloudinary.com/practicaldev/image/fetch/s--HfgJ3bJe--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://dev-to-uploads.s3.amazonaws.com/i/s9i8j0krbnxm0w5550uq.png" alt="Alt Text"></a></p> <p>Detect social distancing<br> <a href="https://res.cloudinary.com/practicaldev/image/fetch/s--HfgJ3bJe--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://dev-to-uploads.s3.amazonaws.com/i/s9i8j0krbnxm0w5550uq.png" class="article-body-image-wrapper"><img src="https://res.cloudinary.com/practicaldev/image/fetch/s--HfgJ3bJe--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://dev-to-uploads.s3.amazonaws.com/i/s9i8j0krbnxm0w5550uq.png" alt="Alt Text"></a></p> <p>All data is stored in a HANA database. Our architecture is decoupled and allows the use of microservices integrated into HANA.<br> <a href="https://res.cloudinary.com/practicaldev/image/fetch/s--HfgJ3bJe--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://dev-to-uploads.s3.amazonaws.com/i/s9i8j0krbnxm0w5550uq.png" class="article-body-image-wrapper"><img src="https://res.cloudinary.com/practicaldev/image/fetch/s--HfgJ3bJe--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://dev-to-uploads.s3.amazonaws.com/i/s9i8j0krbnxm0w5550uq.png" alt="Alt Text"></a></p> <p>We can visualize the captured image to have evidence of the biosecurity control.</p> <p>We can see in the following report, all the traceability and the information collected from each person.</p> <p><a href="https://res.cloudinary.com/practicaldev/image/fetch/s--f4kCuwHk--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://dev-to-uploads.s3.amazonaws.com/i/1aemrepv39y1v9j6i0uo.png" class="article-body-image-wrapper"><img src="https://res.cloudinary.com/practicaldev/image/fetch/s--f4kCuwHk--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://dev-to-uploads.s3.amazonaws.com/i/1aemrepv39y1v9j6i0uo.png" alt="Alt Text"></a></p> <p>Below is a demonstration video of the solution. Where the process is explained step by step.</p> <p><a href="https://youtu.be/Cj_HrEZiIpA">https://youtu.be/Cj_HrEZiIpA</a></p> machinelearning python security covid19