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Greenhouse Hydroponics Automation System using IoT technology and Deep Learning tool |
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| รหัสดีโอไอ | |
| Creator | Ratthaslip Ranokphanuwat |
| Title | Greenhouse Hydroponics Automation System using IoT technology and Deep Learning tool |
| Publisher | Faculty of Information Science and Technology, Mahanakorn University of Technology |
| Publication Year | 2561 |
| Journal Title | Journal of Information Science and Technology |
| Journal Vol. | 8 |
| Journal No. | 2 |
| Page no. | 74-82 |
| Keyword | Greenhouse Hydroponics Automation, Internet of Things, Deep Learning |
| URL Website | https://tci-thaijo.org/index.php/JIST |
| Website title | Journal of Information Science and Technology |
| ISSN | 2651-1053 |
| Abstract | Nowadays, the Internet of Things (IoT) has gained popularity in the agriculture. We developed and applied an innovative way to use IoT in the hydroponics greenhouse. The hydroponics can be controlled automatically using Deep learning to analyze the growth level in the greenhouse. Finally, the analysis results send back to control the operation of the greenhouse, where the Machine learning system is working on the AWS cloud with Intel TensorFlow Deep learning tool. |
