Innovative AI Frameworks for Controlling Plant Growth Parameters

Food is a fundamental necessity for human survival, leading to the expansion of crop cultivation beyond traditional rural areas into urban environments. Urban farming presents several advantages, including access to fresh, organic produce and the creation of new job opportunities. However, despite these benefits, urban agriculture faces notable challenges. Organic foods are often more expensive, and the success of urban farming initiatives can be hampered by insufficient space for plant growth, insufficient knowledge, inadequate conditions for plant growth, and significant environmental changes driven by global development.

To address these challenges, this research focuses on leveraging Artificial Intelligence (AI) techniques to enhance urban farming practices. By applying AI, it is possible to optimize growing conditions, predict and manage plant needs, and adapt to changing environmental factors. AI can also help streamline operations and reduce costs, making urban farming more viable and effective. This approach aims to improve food security by making urban agriculture more efficient and sustainable, thus contributing to a more resilient food system capable of meeting the demands of a growing population.

The above framework represents a comprehensive overview of the components, connectivity, and operations behind the AI model.

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Unboxing & Configuring Heltec ESP32 V3 LoRa Boards – Easy Peer-to-Peer Communication Setup

LoRa (Long Range) is a wireless communication technology designed for long-distance, unlicensed frequency, low-power data transmission. It’s widely used in IoT (Internet of Things) applications where devices need to send small amounts of data over several kilometers without relying on Wi-Fi or cellular networks. With its low power consumption and extended range, LoRa is ideal for smart agriculture, environmental monitoring, and remote sensing projects. In this guide, I’ll walk you through my LoRa implementation setup using the Heltec ESP32 V3 boards. If you haven’t already installed the Arduino IDE on your computer, make sure to install it first. it’s essential for uploading code to your LoRa boards. Once the Arduino IDE is successfully installed, it should look like the screenshot below (or similar depending on your version). From there, follow the steps outlined in this tutorial to configure your boards for peer-to-peer communication. For this project, I used two Heltec ESP32 V...

ESP32 with Neo-6M GPS Module: Hardware Serial Code & Practical Implementation Guide

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How to Design and Simulate a 4-Phase Interleaved Boost Converter Using MATLAB Simulink

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Monitor Docker Services Using Grafana, Prometheus & cAdvisor — Without Touching the CLI

If you're running Docker containers on a server, monitoring their performance using command-line tools can be time-consuming and difficult to visualize. In this guide, I’ll show you how to monitor your Docker services using Grafana, Prometheus, and cAdvisor—all through a web interface, without relying on CLI tools after setup. You’ll be able to: Track real-time Docker container metrics Visualize system performance through a Grafana dashboard Use Prometheus to scrape and expose container metrics Deploy everything using simple Docker commands Step 1: Run Your Docker Containers Make sure your Docker containers are already running. Here’s a snapshot of my currently active containers: Step 2: Install cAdvisor in a Docker Container To collect container metrics in real time, we’ll run cAdvisor inside a dedicated Docker container. Run the cAdvisor Container: sudo docker run --volume=/:/rootfs:ro --volume=/var/run:/var/run:rw --volume=/sys:/sys:ro --volume=/var...

How MPLS Powers Modern Telecom Infrastructure: Architecture, Case Study, and Enterprise Benefits

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How to Create a Share Folder Between Virtual Machine and Host Computer

In this episode, I’m going to guide you through the process of creating a shared folder between your host computer and a virtual machine (VM). This is a common challenge, as many people struggle with sharing files seamlessly between their host system and a VM. To address this issue, I’ll be demonstrating how to set up a shared folder using VMware Workstation Player, which will allow you to access files from both the host computer and the virtual machine. Having a shared folder is particularly useful for Linux beginners who are working on their lessons or projects within a virtual environment. By creating this shared folder, you’ll have a convenient way to transfer files, collaborate across different systems, and keep your work organized. This setup not only simplifies the process of file sharing but also enhances your workflow, as you won’t need to rely on external drives or other complicated methods to move files between the host and the VM. Moreover, we’ll be using this shared ...

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