This document describes a proposed smart gardening system using IoT technology. It would use sensors to monitor soil conditions like moisture, temperature and humidity. An ESP32 microcontroller would collect data from the sensors and send it via WiFi to the cloud. The user could access the sensor data through a mobile app to monitor their garden remotely. If conditions exceed thresholds, the system could automatically trigger actions like turning on irrigation. The system aims to help farmers more easily manage their gardens without constant physical presence through automated monitoring and control enabled by IoT.
This document discusses a proposed system for warehouse management using IoT. The system would use sensors like DHT11 (for temperature and humidity), a flame detector, and an ADXL335 accelerometer to continuously monitor the environment in a warehouse for factors like temperature, moisture, fire, and earthquakes. If any emergency events are detected, such as a fire or earthquake, the system would send alert messages via GSM to notify warehouse officials, emergency services, and hospitals so they can respond quickly. The system aims to automate environmental monitoring and alerting to improve safety and efficiency over manual methods, while using low-cost, low-power components suitable for rural areas.
Smart Greenhouse using Machine LearningIRJET Journal
This document describes a smart greenhouse system that uses IoT sensors and machine learning algorithms to automatically control and optimize greenhouse conditions. Sensors collect data on soil moisture, temperature, humidity, and light intensity. This data is sent to the cloud for remote monitoring and analysis. Machine learning models then analyze the sensor data to predict conditions and automatically adjust parameters like temperature to create an ideal environment for plant growth. The system aims to provide more accurate guidance for farmers compared to manual greenhouse operations. It presents the system design and components, literature review on similar projects, materials and methods, results and discussion of benefits, and conclusions.
IRJET- Automated Smart Greenhouse Environment using IoTIRJET Journal
This document describes an automated smart greenhouse system using Internet of Things (IoT) technology. Sensors are used to monitor environmental parameters like temperature, humidity, soil moisture, light intensity, and pH levels. An Arduino microcontroller collects data from the sensors and sends it over WiFi or Ethernet to a cloud server. Users can access the sensor data through a mobile app to remotely monitor greenhouse conditions. If any parameters exceed a threshold, the system can automatically control actuators like fans, pumps, and lights to regulate the greenhouse environment. The system aims to help farmers efficiently manage greenhouse agriculture without constant on-site presence.
IRJET- Cloud based Intelligent Plant Monitoring DeviceIRJET Journal
This document describes a cloud-based intelligent plant monitoring device that uses sensors and the Internet of Things (IoT) to monitor environmental factors impacting plant growth. The device contains sensors to measure soil moisture, light intensity, temperature and humidity. It connects to an Adafruit IoT cloud platform to store and visualize the sensor data through a mobile application. This allows farmers to remotely monitor plants and improve crop yields. The system aims to reduce water waste and labor while promoting smart agriculture through automated monitoring of plant conditions.
Analysis of Soil Parameters in Agriculture Field using IOTIRJET Journal
This document proposes a system to analyze soil parameters in agriculture fields using IoT. The system uses sensors to measure soil moisture, temperature, and humidity. It includes an Arduino microcontroller, WiFi module, GSM module, and sensors. Sensor data is sent to the cloud and to a user's phone via SMS. The system automatically turns on a motor if the soil becomes dry to irrigate the field based on readings from the soil moisture sensor. Charts of sensor data over time are displayed in the cloud for monitoring and analysis. The system is intended to help farmers efficiently manage their fields and irrigation remotely using IoT technologies.
Solar Powered Smart Agriculture Systems Using WSN Via IoTIRJET Journal
The document describes a proposed solar-powered smart agriculture system using wireless sensor networks and the Internet of Things. Sensors would monitor soil moisture, water level, humidity, temperature, and other crop/field conditions. A NodeMCU microcontroller would collect sensor data and send it via the cloud to a mobile app for farmers to monitor in real-time. This would help farmers optimize crop yields, efficiency, and reduce stress on farmers by automating some agriculture tasks. The system is intended to advance smart agriculture using renewable energy and modern technologies.
AGRICULTURE ENVIRONMENT MONITORING SYSTEM USING ANDROIDIRJET Journal
This document describes an agriculture environment monitoring system using Android that measures temperature, moisture, and other parameters to help farmers. The system includes soil moisture sensors, a temperature sensor, humidity sensor, and ultrasonic sensor to measure water levels. An Arduino board collects data from the sensors. If the soil moisture is low, a water motor will automatically turn on. Farmers can monitor parameters in real-time using a mobile Android application. The system aims to help with remote monitoring, water conservation, and increasing crop yields for Indian agriculture.
IRJET - Smart Classroom Automation based on IoTIRJET Journal
This document proposes a smart classroom automation system based on IoT. It discusses using various sensors like PIR, temperature, humidity, and door sensors connected to an Arduino microcontroller. The sensors will detect parameters like motion, temperature, humidity, and door openings. The Arduino will create a data package and send it to a server. The server will store the data in a database and compare sensor readings to schedules to detect abnormalities, like motion during non-official hours. If detected, an alert will be sent via SMS to authorized persons. The system will also automatically control lights, fans, and projectors based on PIR motion readings. The goal is to create an affordable and energy efficient smart classroom environment for monitoring and automation
This document discusses a proposed system for warehouse management using IoT. The system would use sensors like DHT11 (for temperature and humidity), a flame detector, and an ADXL335 accelerometer to continuously monitor the environment in a warehouse for factors like temperature, moisture, fire, and earthquakes. If any emergency events are detected, such as a fire or earthquake, the system would send alert messages via GSM to notify warehouse officials, emergency services, and hospitals so they can respond quickly. The system aims to automate environmental monitoring and alerting to improve safety and efficiency over manual methods, while using low-cost, low-power components suitable for rural areas.
Smart Greenhouse using Machine LearningIRJET Journal
This document describes a smart greenhouse system that uses IoT sensors and machine learning algorithms to automatically control and optimize greenhouse conditions. Sensors collect data on soil moisture, temperature, humidity, and light intensity. This data is sent to the cloud for remote monitoring and analysis. Machine learning models then analyze the sensor data to predict conditions and automatically adjust parameters like temperature to create an ideal environment for plant growth. The system aims to provide more accurate guidance for farmers compared to manual greenhouse operations. It presents the system design and components, literature review on similar projects, materials and methods, results and discussion of benefits, and conclusions.
IRJET- Automated Smart Greenhouse Environment using IoTIRJET Journal
This document describes an automated smart greenhouse system using Internet of Things (IoT) technology. Sensors are used to monitor environmental parameters like temperature, humidity, soil moisture, light intensity, and pH levels. An Arduino microcontroller collects data from the sensors and sends it over WiFi or Ethernet to a cloud server. Users can access the sensor data through a mobile app to remotely monitor greenhouse conditions. If any parameters exceed a threshold, the system can automatically control actuators like fans, pumps, and lights to regulate the greenhouse environment. The system aims to help farmers efficiently manage greenhouse agriculture without constant on-site presence.
IRJET- Cloud based Intelligent Plant Monitoring DeviceIRJET Journal
This document describes a cloud-based intelligent plant monitoring device that uses sensors and the Internet of Things (IoT) to monitor environmental factors impacting plant growth. The device contains sensors to measure soil moisture, light intensity, temperature and humidity. It connects to an Adafruit IoT cloud platform to store and visualize the sensor data through a mobile application. This allows farmers to remotely monitor plants and improve crop yields. The system aims to reduce water waste and labor while promoting smart agriculture through automated monitoring of plant conditions.
Analysis of Soil Parameters in Agriculture Field using IOTIRJET Journal
This document proposes a system to analyze soil parameters in agriculture fields using IoT. The system uses sensors to measure soil moisture, temperature, and humidity. It includes an Arduino microcontroller, WiFi module, GSM module, and sensors. Sensor data is sent to the cloud and to a user's phone via SMS. The system automatically turns on a motor if the soil becomes dry to irrigate the field based on readings from the soil moisture sensor. Charts of sensor data over time are displayed in the cloud for monitoring and analysis. The system is intended to help farmers efficiently manage their fields and irrigation remotely using IoT technologies.
Solar Powered Smart Agriculture Systems Using WSN Via IoTIRJET Journal
The document describes a proposed solar-powered smart agriculture system using wireless sensor networks and the Internet of Things. Sensors would monitor soil moisture, water level, humidity, temperature, and other crop/field conditions. A NodeMCU microcontroller would collect sensor data and send it via the cloud to a mobile app for farmers to monitor in real-time. This would help farmers optimize crop yields, efficiency, and reduce stress on farmers by automating some agriculture tasks. The system is intended to advance smart agriculture using renewable energy and modern technologies.
AGRICULTURE ENVIRONMENT MONITORING SYSTEM USING ANDROIDIRJET Journal
This document describes an agriculture environment monitoring system using Android that measures temperature, moisture, and other parameters to help farmers. The system includes soil moisture sensors, a temperature sensor, humidity sensor, and ultrasonic sensor to measure water levels. An Arduino board collects data from the sensors. If the soil moisture is low, a water motor will automatically turn on. Farmers can monitor parameters in real-time using a mobile Android application. The system aims to help with remote monitoring, water conservation, and increasing crop yields for Indian agriculture.
IRJET - Smart Classroom Automation based on IoTIRJET Journal
This document proposes a smart classroom automation system based on IoT. It discusses using various sensors like PIR, temperature, humidity, and door sensors connected to an Arduino microcontroller. The sensors will detect parameters like motion, temperature, humidity, and door openings. The Arduino will create a data package and send it to a server. The server will store the data in a database and compare sensor readings to schedules to detect abnormalities, like motion during non-official hours. If detected, an alert will be sent via SMS to authorized persons. The system will also automatically control lights, fans, and projectors based on PIR motion readings. The goal is to create an affordable and energy efficient smart classroom environment for monitoring and automation
IRJET - Poultry Farm Controlling based on IoTIRJET Journal
This document describes a poultry farm monitoring system using IoT technology. The system uses sensors to monitor temperature, humidity, gas levels and food levels in the farm. An Arduino Mega controller collects data from the sensors and sends it to the cloud. Users can then view the sensor data through a mobile app, which will also notify them of any abnormal conditions. The system aims to automate 80% of the farm monitoring process and remotely manage conditions in the poultry house.
Comparative Study on Advanced Farm Security System Using Internet of Things a...vivatechijri
Internet of Things consists of two words Internet and objects. The term objects in IoT refers to various IoT devices that have unique identities and are capable of making remote sensing, performing and live monitoring of certain types of data. IoT devices enable other devices connected to the app directly or indirectly, and send data to various servers and combining IoT with Image processing in the agriculture sector can lead to a more technology driven system in terms of agriculture security which can create a Smart Agricultural Security System.
The major problem in today’s agriculture sector is protecting crops from local animals and thieves because it is not possible for every farmer to barricade the entire field or stay on the field 24 hours and guard it. So, to overcome this problem there must be an automated crop protecting system which uses leading technologies like IoT and Image Processing. The advantage of using this system can help farmer to monitor the farm even if farmer is away from field by installing various sensors in farm to detect motion of local animal and sent data to farmer app directly and also farmer can see live streaming of the farm with help of camera installed in farm. This ensures complete safety of crops from animals and thieves thus increasing financial gain with a proper security surveillance system.
IoT-based intelligent irrigation management and monitoring system using arduinoTELKOMNIKA JOURNAL
Plants, flowers and crops are living things around us that makes our earth more productive and
beautiful. In order to growth healthy, they need water, light and nutrition from the soil in order to effect
cleaning air naturally and produce oxygen to the world. Therefore, a technology that manage to brilliantly
control plants watering rate according to its soil moisture and user requirement is proposed in this paper.
The developed system included an Internet of Things (IoT) in Wireless Sensor Network (WSN)
environment where it manages and monitors the irrigation system either manually or automatically,
depending on the user requirement. This proposed system applied Arduino technology and NRF24L01 as
the microprocessor and transceiver for the communication channel, respectively. Smart agriculture and
smart lifestyle can be developed by implementing this technology for the future work. It will save
the budget for hiring employees and prevent from water wastage in daily necessities.
A RESEARCH PAPER ON SMART AGRICULTURE SYSTEM USING IOTIRJET Journal
This document presents a research paper on a smart agriculture system using IoT. The system monitors soil moisture, temperature, humidity and water levels using sensors connected to a microcontroller. If any parameters exceed thresholds, an alert is sent to the farmer's smartphone via WiFi/cellular. The system aims to enhance productivity and efficiency in agriculture by automating monitoring and control tasks. It provides a low-cost solution to help farmers, especially in water-limited areas. The system is tested with soil moisture, temperature, humidity and ultrasonic water level sensors connected to an ESP8266 microcontroller. Sensor data is sent to a Blynk app for monitoring and manual control of water pumps. The system aims to save water, labor and
IRJET - Prevention of Crop Disease in Plants (Groundnut) using IoT and Ma...IRJET Journal
The article discusses international issues. It mentions that globalization has increased economic interdependence between nations while also raising tensions over immigration and trade. Solutions will require cooperation and compromise and a recognition that isolationism is not a viable strategy in an interconnected world.
IRJET- Review Paper on Agricultural Drought and Crop Failure Data Acquisi...IRJET Journal
This document reviews a proposed system for agricultural drought and crop failure data acquisition and transmission using IoT. The key points are:
1. The system would use sensors like soil moisture, humidity, and temperature sensors connected to a PIC microcontroller to collect field data and compare it to weather forecasts to detect drought and potential crop failures.
2. The data would be transmitted wirelessly via an ESP8266 WiFi module. This would allow automatic monitoring of fields and alerts to farmers about issues that require attention.
3. Implementing such a smart agriculture system using IoT technologies could help optimize resource use, increase yields, and minimize the impacts of climate change on agricultural production.
IRJET- IoT based Greenhouse Monitoring using PIC16F877AIRJET Journal
This document describes an IoT-based system for monitoring environmental conditions like temperature, humidity, light, and soil moisture in a greenhouse using sensors and a PIC16F877A microcontroller. The sensor data is sent via a GPRS modem to a webpage where it is displayed graphically. This allows farmers to remotely monitor conditions in the greenhouse from anywhere. The system aims to automate greenhouse monitoring to improve agriculture through precision farming using sensors, microcontrollers, and cloud connectivity through IoT.
IRJET - Wireless Monitoring and Controlling of Greenhouse EnvironmentIRJET Journal
This document presents a system for wirelessly monitoring and controlling the greenhouse environment. The system uses sensors to monitor temperature, humidity, soil moisture, and light levels. A local station collects sensor data via a microcontroller and transmits it wirelessly to a central station using Zigbee. The central station is a PC that can analyze the data and send control signals back to actuators at the local station, such as heaters or sprinklers, to maintain optimal environmental conditions for plant growth. The system aims to independently control the greenhouse environment for maximum crop yields.
IRJET- Design and Implementation of IoT based Greenhouse Environment Monitori...IRJET Journal
1) The document describes an IoT-based system for monitoring and controlling the environment in a greenhouse.
2) Sensors measure parameters like temperature, humidity, soil moisture, light intensity, and more, and an Arduino microcontroller controls fans, pumps, lights, and other devices based on the sensor readings.
3) An ESP8266 WiFi module transmits sensor data to the cloud so that users can monitor and control the greenhouse remotely using a computer or mobile device.
IRJET- Home Automation using IoT: ReviewIRJET Journal
This document summarizes research on using Internet of Things (IoT) technology for home automation and security. It discusses how IoT allows devices in the home to be controlled remotely through a smartphone app and can automate tasks. The document also reviews different approaches others have taken to implement smart home security systems using sensors and microcontrollers connected to the Internet. It describes the typical architecture of an IoT system including sensor, network, and application layers. Finally, it summarizes several research papers on developing smart home and kitchen monitoring systems using technologies like Arduino, Raspberry Pi, and sensors for functions like detecting fires, gas leaks, and intruders.
This document describes an IoT-based smart irrigation system using sensors and an ESP32 microcontroller. The system collects data from temperature, humidity, soil moisture and water level sensors and controls a water pump. If the soil moisture drops below 30% and water level is above 50%, the pump will turn on for 10 seconds to water the plants. The sensor data is sent to a Blynk server via WiFi and can be monitored on a smartphone app. The system aims to automate irrigation for efficient watering based on real-time soil conditions.
In this era of Digitization and Automation, the life of human beings is getting simpler as almost everything is automatic, replacing the old manual systems. Nowadays humans have made internet an integral part of their everyday life without which they are helpless. Internet of things IOT provides a platform that allows devices to connect, sensed and controlled remotely across a network infrastructure. Our project basically focuses on Laboratory automation using smart phone and computer. The IOT devices controls and monitors the electronic electrical and the mechanical systems used in various types of buildings. The devices connected to the cloud server are controlled by a single admin which facilitate a number of users to which a number of sensor and control nodes are connected. The system designed is economical and can be expanded as it allows connection and controlling of a number of different devices. Deepak Adhav | Rahul Pagar | Ravi Sonawane | Sachin Tawade ""Smart Laboratory"" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-3 , April 2019, URL: https://www.ijtsrd.com/papers/ijtsrd22840.pdf
Paper URL: https://www.ijtsrd.com/engineering/computer-engineering/22840/smart-laboratory/deepak-adhav
IRJET- Farmer’s friend: Utilization of IoT and Web Application in Agricul...IRJET Journal
This document proposes a smart agriculture framework that utilizes IoT technologies like sensors, actuators, and wireless networks to automate agricultural processes. The framework has four layers - physical objects like sensors, local gateways that aggregate data from objects, the internet to transmit data to the cloud, and a cloud platform. Sensor data on soil moisture, weather etc. is sent to the cloud via gateways and internet. Experts analyze cloud data and provide farming suggestions to farmers via a mobile app. The system aims to optimize irrigation, minimize crop losses, and improve yields and farmer incomes through automated monitoring and control of agriculture.
Development of Personal Weather Report for Home SecurityIOSRJVSP
With the fast growing technology, it is a great need to get to know about our surrounding weather parameters (temperature, humidity, atmospheric pressure, gas and light intensity) for better development of living community. A complete weather report can easily access the rarest and the farthest information at one’s own fingertips. It is based on IoT (Internet of Things), which is an emerging field in which all the devices are connected to a channel and collect the data to gather a complete information through a personnel devices. It is generally used to view the weather parameters with the help of unique API key for a particular user. Wi-Fi module, temperature, pressure, humidity, gas, and light intensity sensors are interfaced with the Arduino. The user is prompted to provide the API key of channel. ESP8266-01 reads the key and sends it to the Arduino. If the key is matched, then the data transmission can be carried out between the channel and the microcontroller. The module is connected to the Wi-Fi through some AT Commands.
SMART AGRICULTURE – AUTOMATIC IRRIGATION USING IOT AND GSMIRJET Journal
This document describes a smart agriculture system that uses IoT technology and a GSM module to automatically irrigate crops. Sensors monitor soil moisture levels, humidity, and rainfall and send the data via an Arduino board and GSM module to farmers' phones. Farmers can also control irrigation by sending commands via call or text to turn a motor and relay on or off. The system aims to optimize water usage, reduce labor costs, and increase crop yields using low-cost, product-based technology without internet dependence.
Advanced Crop Monitoring using Internet of Things based Smart Intrusion & Pre...ijtsrd
In the world, economic growth of many countries mainly depends on crop cultivation. Agriculture provides the food for people and produces several raw materials for industries. Now-a-days, crop cultivation is decreasing rapidly. To overcome this problem, monitoring the crop water requirements, temperature and humidity of the cultivating land and a system to prevent the entry of animals into the farm is required. The main concept of this paper is to prevent the animal intrusion and to monitor the crop water requirements. This method increases the crop yield which will not be harmful to the cultivation as well as to the animals. This system mainly aims to secure the crops by the deployment of sensor and prevent intrusion of animals using image processing technique. G. Naveen Balaji | V. Nandhini | S.Mithra | R.Naveena | N.Priya"Advanced Crop Monitoring using Internet of Things based Smart Intrusion & Prevention in Agricultural Land" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-2 , February 2018, URL: http://www.ijtsrd.com/papers/ijtsrd9611.pdf http://www.ijtsrd.com/engineering/electronics-and-communication-engineering/9611/advanced-crop-monitoring-using-internet-of-things-based-smart-intrusion-and-prevention-in-agricultural-land/g-naveen-balaji
IRJET- Greenhouse Monitoring using Raspberry PiIRJET Journal
1) The document describes a system to monitor environmental parameters like temperature, humidity, soil moisture, and light intensity in a greenhouse using sensors connected to a Raspberry Pi.
2) The Raspberry Pi collects data from the sensors and controls devices like fans, lights, and pumps to maintain optimum conditions for plant growth based on the sensor readings.
3) The system allows users to remotely monitor the greenhouse conditions from anywhere using an app, which provides benefits like labor savings and improved crop quality and yield.
Paul _smart_cultivation_by_remote_monitoringsujit Biswas
The document describes a proposed remote field monitoring and control system using IoT. Various sensors would collect data on temperature, moisture, radiation etc. and transmit it via LoRaWAN gateway to a server for analysis. Machine learning models would analyze the data to provide predictions and recommendations to farmers via a smartphone app. This would allow remote monitoring and control of irrigation, pesticide distribution and more for better farm management.
IOT BASED SMART AGRICULTURAL MONITORING SYSTEMIRJET Journal
This document describes an IoT-based smart agricultural monitoring system that uses various sensors to monitor environmental conditions and the growth of crops. The system collects data from sensors such as temperature and humidity sensors, a soil moisture sensor, a color sensor to detect fruit ripening stages, and a PIR sensor to detect animal movement. The sensor data is sent to a central monitoring system using an Arduino, NodeMCU, and GSM module. Farmers can receive SMS alerts about field conditions to optimize crop productivity and resource use. The system aims to increase yields, save farmer time and effort, and avoid health issues through remote automated monitoring of agricultural fields.
This document discusses a proposed smart farming system using IoT that allows remote monitoring of farms. Sensors would monitor soil moisture, temperature, humidity and other field conditions. If conditions drop below thresholds, a raspberry pi control unit would automatically activate water pumps via a relay module to irrigate the fields. Farmers could also control irrigation manually via a mobile app. The system aims to optimize water usage, increase crop yields, and allow farmers to remotely monitor field conditions through an automated and intelligent irrigation process.
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
1) The document discusses the Sungal Tunnel project in Jammu and Kashmir, India, which is being constructed using the New Austrian Tunneling Method (NATM).
2) NATM involves continuous monitoring during construction to adapt to changing ground conditions, and makes extensive use of shotcrete for temporary tunnel support.
3) The methodology section outlines the systematic geotechnical design process for tunnels according to Austrian guidelines, and describes the various steps of NATM tunnel construction including initial and secondary tunnel support.
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
This study examines the effect of response reduction factors (R factors) on reinforced concrete (RC) framed structures through nonlinear dynamic analysis. Three RC frame models with varying heights (4, 8, and 12 stories) were analyzed in ETABS software under different R factors ranging from 1 to 5. The results showed that displacement increased as the R factor decreased, indicating less linear behavior for lower R factors. Drift also decreased proportionally with increasing R factors from 1 to 5. Shear forces in the frames decreased with higher R factors. In general, R factors of 3 to 5 produced more satisfactory performance with less displacement and drift. The displacement variations between different building heights were consistent at different R factors. This study evaluated how R factors influence
More Related Content
Similar to Smart Gardening System Using the Internet of Things
IRJET - Poultry Farm Controlling based on IoTIRJET Journal
This document describes a poultry farm monitoring system using IoT technology. The system uses sensors to monitor temperature, humidity, gas levels and food levels in the farm. An Arduino Mega controller collects data from the sensors and sends it to the cloud. Users can then view the sensor data through a mobile app, which will also notify them of any abnormal conditions. The system aims to automate 80% of the farm monitoring process and remotely manage conditions in the poultry house.
Comparative Study on Advanced Farm Security System Using Internet of Things a...vivatechijri
Internet of Things consists of two words Internet and objects. The term objects in IoT refers to various IoT devices that have unique identities and are capable of making remote sensing, performing and live monitoring of certain types of data. IoT devices enable other devices connected to the app directly or indirectly, and send data to various servers and combining IoT with Image processing in the agriculture sector can lead to a more technology driven system in terms of agriculture security which can create a Smart Agricultural Security System.
The major problem in today’s agriculture sector is protecting crops from local animals and thieves because it is not possible for every farmer to barricade the entire field or stay on the field 24 hours and guard it. So, to overcome this problem there must be an automated crop protecting system which uses leading technologies like IoT and Image Processing. The advantage of using this system can help farmer to monitor the farm even if farmer is away from field by installing various sensors in farm to detect motion of local animal and sent data to farmer app directly and also farmer can see live streaming of the farm with help of camera installed in farm. This ensures complete safety of crops from animals and thieves thus increasing financial gain with a proper security surveillance system.
IoT-based intelligent irrigation management and monitoring system using arduinoTELKOMNIKA JOURNAL
Plants, flowers and crops are living things around us that makes our earth more productive and
beautiful. In order to growth healthy, they need water, light and nutrition from the soil in order to effect
cleaning air naturally and produce oxygen to the world. Therefore, a technology that manage to brilliantly
control plants watering rate according to its soil moisture and user requirement is proposed in this paper.
The developed system included an Internet of Things (IoT) in Wireless Sensor Network (WSN)
environment where it manages and monitors the irrigation system either manually or automatically,
depending on the user requirement. This proposed system applied Arduino technology and NRF24L01 as
the microprocessor and transceiver for the communication channel, respectively. Smart agriculture and
smart lifestyle can be developed by implementing this technology for the future work. It will save
the budget for hiring employees and prevent from water wastage in daily necessities.
A RESEARCH PAPER ON SMART AGRICULTURE SYSTEM USING IOTIRJET Journal
This document presents a research paper on a smart agriculture system using IoT. The system monitors soil moisture, temperature, humidity and water levels using sensors connected to a microcontroller. If any parameters exceed thresholds, an alert is sent to the farmer's smartphone via WiFi/cellular. The system aims to enhance productivity and efficiency in agriculture by automating monitoring and control tasks. It provides a low-cost solution to help farmers, especially in water-limited areas. The system is tested with soil moisture, temperature, humidity and ultrasonic water level sensors connected to an ESP8266 microcontroller. Sensor data is sent to a Blynk app for monitoring and manual control of water pumps. The system aims to save water, labor and
IRJET - Prevention of Crop Disease in Plants (Groundnut) using IoT and Ma...IRJET Journal
The article discusses international issues. It mentions that globalization has increased economic interdependence between nations while also raising tensions over immigration and trade. Solutions will require cooperation and compromise and a recognition that isolationism is not a viable strategy in an interconnected world.
IRJET- Review Paper on Agricultural Drought and Crop Failure Data Acquisi...IRJET Journal
This document reviews a proposed system for agricultural drought and crop failure data acquisition and transmission using IoT. The key points are:
1. The system would use sensors like soil moisture, humidity, and temperature sensors connected to a PIC microcontroller to collect field data and compare it to weather forecasts to detect drought and potential crop failures.
2. The data would be transmitted wirelessly via an ESP8266 WiFi module. This would allow automatic monitoring of fields and alerts to farmers about issues that require attention.
3. Implementing such a smart agriculture system using IoT technologies could help optimize resource use, increase yields, and minimize the impacts of climate change on agricultural production.
IRJET- IoT based Greenhouse Monitoring using PIC16F877AIRJET Journal
This document describes an IoT-based system for monitoring environmental conditions like temperature, humidity, light, and soil moisture in a greenhouse using sensors and a PIC16F877A microcontroller. The sensor data is sent via a GPRS modem to a webpage where it is displayed graphically. This allows farmers to remotely monitor conditions in the greenhouse from anywhere. The system aims to automate greenhouse monitoring to improve agriculture through precision farming using sensors, microcontrollers, and cloud connectivity through IoT.
IRJET - Wireless Monitoring and Controlling of Greenhouse EnvironmentIRJET Journal
This document presents a system for wirelessly monitoring and controlling the greenhouse environment. The system uses sensors to monitor temperature, humidity, soil moisture, and light levels. A local station collects sensor data via a microcontroller and transmits it wirelessly to a central station using Zigbee. The central station is a PC that can analyze the data and send control signals back to actuators at the local station, such as heaters or sprinklers, to maintain optimal environmental conditions for plant growth. The system aims to independently control the greenhouse environment for maximum crop yields.
IRJET- Design and Implementation of IoT based Greenhouse Environment Monitori...IRJET Journal
1) The document describes an IoT-based system for monitoring and controlling the environment in a greenhouse.
2) Sensors measure parameters like temperature, humidity, soil moisture, light intensity, and more, and an Arduino microcontroller controls fans, pumps, lights, and other devices based on the sensor readings.
3) An ESP8266 WiFi module transmits sensor data to the cloud so that users can monitor and control the greenhouse remotely using a computer or mobile device.
IRJET- Home Automation using IoT: ReviewIRJET Journal
This document summarizes research on using Internet of Things (IoT) technology for home automation and security. It discusses how IoT allows devices in the home to be controlled remotely through a smartphone app and can automate tasks. The document also reviews different approaches others have taken to implement smart home security systems using sensors and microcontrollers connected to the Internet. It describes the typical architecture of an IoT system including sensor, network, and application layers. Finally, it summarizes several research papers on developing smart home and kitchen monitoring systems using technologies like Arduino, Raspberry Pi, and sensors for functions like detecting fires, gas leaks, and intruders.
This document describes an IoT-based smart irrigation system using sensors and an ESP32 microcontroller. The system collects data from temperature, humidity, soil moisture and water level sensors and controls a water pump. If the soil moisture drops below 30% and water level is above 50%, the pump will turn on for 10 seconds to water the plants. The sensor data is sent to a Blynk server via WiFi and can be monitored on a smartphone app. The system aims to automate irrigation for efficient watering based on real-time soil conditions.
In this era of Digitization and Automation, the life of human beings is getting simpler as almost everything is automatic, replacing the old manual systems. Nowadays humans have made internet an integral part of their everyday life without which they are helpless. Internet of things IOT provides a platform that allows devices to connect, sensed and controlled remotely across a network infrastructure. Our project basically focuses on Laboratory automation using smart phone and computer. The IOT devices controls and monitors the electronic electrical and the mechanical systems used in various types of buildings. The devices connected to the cloud server are controlled by a single admin which facilitate a number of users to which a number of sensor and control nodes are connected. The system designed is economical and can be expanded as it allows connection and controlling of a number of different devices. Deepak Adhav | Rahul Pagar | Ravi Sonawane | Sachin Tawade ""Smart Laboratory"" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-3 , April 2019, URL: https://www.ijtsrd.com/papers/ijtsrd22840.pdf
Paper URL: https://www.ijtsrd.com/engineering/computer-engineering/22840/smart-laboratory/deepak-adhav
IRJET- Farmer’s friend: Utilization of IoT and Web Application in Agricul...IRJET Journal
This document proposes a smart agriculture framework that utilizes IoT technologies like sensors, actuators, and wireless networks to automate agricultural processes. The framework has four layers - physical objects like sensors, local gateways that aggregate data from objects, the internet to transmit data to the cloud, and a cloud platform. Sensor data on soil moisture, weather etc. is sent to the cloud via gateways and internet. Experts analyze cloud data and provide farming suggestions to farmers via a mobile app. The system aims to optimize irrigation, minimize crop losses, and improve yields and farmer incomes through automated monitoring and control of agriculture.
Development of Personal Weather Report for Home SecurityIOSRJVSP
With the fast growing technology, it is a great need to get to know about our surrounding weather parameters (temperature, humidity, atmospheric pressure, gas and light intensity) for better development of living community. A complete weather report can easily access the rarest and the farthest information at one’s own fingertips. It is based on IoT (Internet of Things), which is an emerging field in which all the devices are connected to a channel and collect the data to gather a complete information through a personnel devices. It is generally used to view the weather parameters with the help of unique API key for a particular user. Wi-Fi module, temperature, pressure, humidity, gas, and light intensity sensors are interfaced with the Arduino. The user is prompted to provide the API key of channel. ESP8266-01 reads the key and sends it to the Arduino. If the key is matched, then the data transmission can be carried out between the channel and the microcontroller. The module is connected to the Wi-Fi through some AT Commands.
SMART AGRICULTURE – AUTOMATIC IRRIGATION USING IOT AND GSMIRJET Journal
This document describes a smart agriculture system that uses IoT technology and a GSM module to automatically irrigate crops. Sensors monitor soil moisture levels, humidity, and rainfall and send the data via an Arduino board and GSM module to farmers' phones. Farmers can also control irrigation by sending commands via call or text to turn a motor and relay on or off. The system aims to optimize water usage, reduce labor costs, and increase crop yields using low-cost, product-based technology without internet dependence.
Advanced Crop Monitoring using Internet of Things based Smart Intrusion & Pre...ijtsrd
In the world, economic growth of many countries mainly depends on crop cultivation. Agriculture provides the food for people and produces several raw materials for industries. Now-a-days, crop cultivation is decreasing rapidly. To overcome this problem, monitoring the crop water requirements, temperature and humidity of the cultivating land and a system to prevent the entry of animals into the farm is required. The main concept of this paper is to prevent the animal intrusion and to monitor the crop water requirements. This method increases the crop yield which will not be harmful to the cultivation as well as to the animals. This system mainly aims to secure the crops by the deployment of sensor and prevent intrusion of animals using image processing technique. G. Naveen Balaji | V. Nandhini | S.Mithra | R.Naveena | N.Priya"Advanced Crop Monitoring using Internet of Things based Smart Intrusion & Prevention in Agricultural Land" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-2 , February 2018, URL: http://www.ijtsrd.com/papers/ijtsrd9611.pdf http://www.ijtsrd.com/engineering/electronics-and-communication-engineering/9611/advanced-crop-monitoring-using-internet-of-things-based-smart-intrusion-and-prevention-in-agricultural-land/g-naveen-balaji
IRJET- Greenhouse Monitoring using Raspberry PiIRJET Journal
1) The document describes a system to monitor environmental parameters like temperature, humidity, soil moisture, and light intensity in a greenhouse using sensors connected to a Raspberry Pi.
2) The Raspberry Pi collects data from the sensors and controls devices like fans, lights, and pumps to maintain optimum conditions for plant growth based on the sensor readings.
3) The system allows users to remotely monitor the greenhouse conditions from anywhere using an app, which provides benefits like labor savings and improved crop quality and yield.
Paul _smart_cultivation_by_remote_monitoringsujit Biswas
The document describes a proposed remote field monitoring and control system using IoT. Various sensors would collect data on temperature, moisture, radiation etc. and transmit it via LoRaWAN gateway to a server for analysis. Machine learning models would analyze the data to provide predictions and recommendations to farmers via a smartphone app. This would allow remote monitoring and control of irrigation, pesticide distribution and more for better farm management.
IOT BASED SMART AGRICULTURAL MONITORING SYSTEMIRJET Journal
This document describes an IoT-based smart agricultural monitoring system that uses various sensors to monitor environmental conditions and the growth of crops. The system collects data from sensors such as temperature and humidity sensors, a soil moisture sensor, a color sensor to detect fruit ripening stages, and a PIR sensor to detect animal movement. The sensor data is sent to a central monitoring system using an Arduino, NodeMCU, and GSM module. Farmers can receive SMS alerts about field conditions to optimize crop productivity and resource use. The system aims to increase yields, save farmer time and effort, and avoid health issues through remote automated monitoring of agricultural fields.
This document discusses a proposed smart farming system using IoT that allows remote monitoring of farms. Sensors would monitor soil moisture, temperature, humidity and other field conditions. If conditions drop below thresholds, a raspberry pi control unit would automatically activate water pumps via a relay module to irrigate the fields. Farmers could also control irrigation manually via a mobile app. The system aims to optimize water usage, increase crop yields, and allow farmers to remotely monitor field conditions through an automated and intelligent irrigation process.
Similar to Smart Gardening System Using the Internet of Things (20)
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
1) The document discusses the Sungal Tunnel project in Jammu and Kashmir, India, which is being constructed using the New Austrian Tunneling Method (NATM).
2) NATM involves continuous monitoring during construction to adapt to changing ground conditions, and makes extensive use of shotcrete for temporary tunnel support.
3) The methodology section outlines the systematic geotechnical design process for tunnels according to Austrian guidelines, and describes the various steps of NATM tunnel construction including initial and secondary tunnel support.
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
This study examines the effect of response reduction factors (R factors) on reinforced concrete (RC) framed structures through nonlinear dynamic analysis. Three RC frame models with varying heights (4, 8, and 12 stories) were analyzed in ETABS software under different R factors ranging from 1 to 5. The results showed that displacement increased as the R factor decreased, indicating less linear behavior for lower R factors. Drift also decreased proportionally with increasing R factors from 1 to 5. Shear forces in the frames decreased with higher R factors. In general, R factors of 3 to 5 produced more satisfactory performance with less displacement and drift. The displacement variations between different building heights were consistent at different R factors. This study evaluated how R factors influence
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
This study compares the use of Stark Steel and TMT Steel as reinforcement materials in a two-way reinforced concrete slab. Mechanical testing is conducted to determine the tensile strength, yield strength, and other properties of each material. A two-way slab design adhering to codes and standards is executed with both materials. The performance is analyzed in terms of deflection, stability under loads, and displacement. Cost analyses accounting for material, durability, maintenance, and life cycle costs are also conducted. The findings provide insights into the economic and structural implications of each material for reinforcement selection and recommendations on the most suitable material based on the analysis.
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
This document discusses a study analyzing the effect of camber, position of camber, and angle of attack on the aerodynamic characteristics of airfoils. Sixteen modified asymmetric NACA airfoils were analyzed using computational fluid dynamics (CFD) by varying the camber, camber position, and angle of attack. The results showed the relationship between these parameters and the lift coefficient, drag coefficient, and lift to drag ratio. This provides insight into how changes in airfoil geometry impact aerodynamic performance.
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
This document reviews the progress and challenges of aluminum-based metal matrix composites (MMCs), focusing on their fabrication processes and applications. It discusses how various aluminum MMCs have been developed using reinforcements like borides, carbides, oxides, and nitrides to improve mechanical and wear properties. These composites have gained prominence for their lightweight, high-strength and corrosion resistance properties. The document also examines recent advancements in fabrication techniques for aluminum MMCs and their growing applications in industries such as aerospace and automotive. However, it notes that challenges remain around issues like improper mixing of reinforcements and reducing reinforcement agglomeration.
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
This document discusses research on using graph neural networks (GNNs) for dynamic optimization of public transportation networks in real-time. GNNs represent transit networks as graphs with nodes as stops and edges as connections. The GNN model aims to optimize networks using real-time data on vehicle locations, arrival times, and passenger loads. This helps increase mobility, decrease traffic, and improve efficiency. The system continuously trains and infers to adapt to changing transit conditions, providing decision support tools. While research has focused on performance, more work is needed on security, socio-economic impacts, contextual generalization of models, continuous learning approaches, and effective real-time visualization.
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
This document summarizes a research project that aims to compare the structural performance of conventional slab and grid slab systems in multi-story buildings using ETABS software. The study will analyze both symmetric and asymmetric building models under various loading conditions. Parameters like deflections, moments, shears, and stresses will be examined to evaluate the structural effectiveness of each slab type. The results will provide insights into the comparative behavior of conventional and grid slabs to help engineers and architects select appropriate slab systems based on building layouts and design requirements.
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
This document summarizes and reviews a research paper on the seismic response of reinforced concrete (RC) structures with plan and vertical irregularities, with and without infill walls. It discusses how infill walls can improve or reduce the seismic performance of RC buildings, depending on factors like wall layout, height distribution, connection to the frame, and relative stiffness of walls and frames. The reviewed research paper analyzes the behavior of infill walls, effects of vertical irregularities, and seismic performance of high-rise structures under linear static and dynamic analysis. It studies response characteristics like story drift, deflection and shear. The document also provides literature on similar research investigating the effects of infill walls, soft stories, plan irregularities, and different
This document provides a review of machine learning techniques used in Advanced Driver Assistance Systems (ADAS). It begins with an abstract that summarizes key applications of machine learning in ADAS, including object detection, recognition, and decision-making. The introduction discusses the integration of machine learning in ADAS and how it is transforming vehicle safety. The literature review then examines several research papers on topics like lightweight deep learning models for object detection and lane detection models using image processing. It concludes by discussing challenges and opportunities in the field, such as improving algorithm robustness and adaptability.
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
The document analyzes temperature and precipitation trends in Asosa District, Benishangul Gumuz Region, Ethiopia from 1993 to 2022 based on data from the local meteorological station. The results show:
1) The average maximum and minimum annual temperatures have generally decreased over time, with maximum temperatures decreasing by a factor of -0.0341 and minimum by -0.0152.
2) Mann-Kendall tests found the decreasing temperature trends to be statistically significant for annual maximum temperatures but not for annual minimum temperatures.
3) Annual precipitation in Asosa District showed a statistically significant increasing trend.
The conclusions recommend development planners account for rising summer precipitation and declining temperatures in
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
This document discusses the design and analysis of pre-engineered building (PEB) framed structures using STAAD Pro software. It provides an overview of PEBs, including that they are designed off-site with building trusses and beams produced in a factory. STAAD Pro is identified as a key tool for modeling, analyzing, and designing PEBs to ensure their performance and safety under various load scenarios. The document outlines modeling structural parts in STAAD Pro, evaluating structural reactions, assigning loads, and following international design codes and standards. In summary, STAAD Pro is used to design and analyze PEB framed structures to ensure safety and code compliance.
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
This document provides a review of research on innovative fiber integration methods for reinforcing concrete structures. It discusses studies that have explored using carbon fiber reinforced polymer (CFRP) composites with recycled plastic aggregates to develop more sustainable strengthening techniques. It also examines using ultra-high performance fiber reinforced concrete to improve shear strength in beams. Additional topics covered include the dynamic responses of FRP-strengthened beams under static and impact loads, and the performance of preloaded CFRP-strengthened fiber reinforced concrete beams. The review highlights the potential of fiber composites to enable more sustainable and resilient construction practices.
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
This document summarizes a survey on securing patient healthcare data in cloud-based systems. It discusses using technologies like facial recognition, smart cards, and cloud computing combined with strong encryption to securely store patient data. The survey found that healthcare professionals believe digitizing patient records and storing them in a centralized cloud system would improve access during emergencies and enable more efficient care compared to paper-based systems. However, ensuring privacy and security of patient data is paramount as healthcare incorporates these digital technologies.
Review on studies and research on widening of existing concrete bridgesIRJET Journal
This document summarizes several studies that have been conducted on widening existing concrete bridges. It describes a study from China that examined load distribution factors for a bridge widened with composite steel-concrete girders. It also outlines challenges and solutions for widening a bridge in the UAE, including replacing bearings and stitching the new and existing structures. Additionally, it discusses two bridge widening projects in New Zealand that involved adding precast beams and stitching to connect structures. Finally, safety measures and challenges for strengthening a historic bridge in Switzerland under live traffic are presented.
React based fullstack edtech web applicationIRJET Journal
The document describes the architecture of an educational technology web application built using the MERN stack. It discusses the frontend developed with ReactJS, backend with NodeJS and ExpressJS, and MongoDB database. The frontend provides dynamic user interfaces, while the backend offers APIs for authentication, course management, and other functions. MongoDB enables flexible data storage. The architecture aims to provide a scalable, responsive platform for online learning.
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
This paper proposes integrating Internet of Things (IoT) and blockchain technologies to help implement objectives of India's National Education Policy (NEP) in the education sector. The paper discusses how blockchain could be used for secure student data management, credential verification, and decentralized learning platforms. IoT devices could create smart classrooms, automate attendance tracking, and enable real-time monitoring. Blockchain would ensure integrity of exam processes and resource allocation, while smart contracts automate agreements. The paper argues this integration has potential to revolutionize education by making it more secure, transparent and efficient, in alignment with NEP goals. However, challenges like infrastructure needs, data privacy, and collaborative efforts are also discussed.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
This document provides a review of research on the performance of coconut fibre reinforced concrete. It summarizes several studies that tested different volume fractions and lengths of coconut fibres in concrete mixtures with varying compressive strengths. The studies found that coconut fibre improved properties like tensile strength, toughness, crack resistance, and spalling resistance compared to plain concrete. Volume fractions of 2-5% and fibre lengths of 20-50mm produced the best results. The document concludes that using a 4-5% volume fraction of coconut fibres 30-40mm in length with M30-M60 grade concrete would provide benefits based on previous research.
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
The document discusses optimizing business management processes through automation using Microsoft Power Automate and artificial intelligence. It provides an overview of Power Automate's key components and features for automating workflows across various apps and services. The document then presents several scenarios applying automation solutions to common business processes like data entry, monitoring, HR, finance, customer support, and more. It estimates the potential time and cost savings from implementing automation for each scenario. Finally, the conclusion emphasizes the transformative impact of AI and automation tools on business processes and the need for ongoing optimization.
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
The document describes the seismic design of a G+5 steel building frame located in Roorkee, India according to Indian codes IS 1893-2002 and IS 800. The frame was analyzed using the equivalent static load method and response spectrum method, and its response in terms of displacements and shear forces were compared. Based on the analysis, the frame was designed as a seismic-resistant steel structure according to IS 800:2007. The software STAAD Pro was used for the analysis and design.
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
This research paper explores using plastic waste as a sustainable and cost-effective construction material. The study focuses on manufacturing pavers and bricks using recycled plastic and partially replacing concrete with plastic alternatives. Initial results found that pavers and bricks made from recycled plastic demonstrate comparable strength and durability to traditional materials while providing environmental and cost benefits. Additionally, preliminary research indicates incorporating plastic waste as a partial concrete replacement significantly reduces construction costs without compromising structural integrity. The outcomes suggest adopting plastic waste in construction can address plastic pollution while optimizing costs, promoting more sustainable building practices.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
International Conference on NLP, Artificial Intelligence, Machine Learning an...gerogepatton
International Conference on NLP, Artificial Intelligence, Machine Learning and Applications (NLAIM 2024) offers a premier global platform for exchanging insights and findings in the theory, methodology, and applications of NLP, Artificial Intelligence, Machine Learning, and their applications. The conference seeks substantial contributions across all key domains of NLP, Artificial Intelligence, Machine Learning, and their practical applications, aiming to foster both theoretical advancements and real-world implementations. With a focus on facilitating collaboration between researchers and practitioners from academia and industry, the conference serves as a nexus for sharing the latest developments in the field.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
Introduction- e - waste – definition - sources of e-waste– hazardous substances in e-waste - effects of e-waste on environment and human health- need for e-waste management– e-waste handling rules - waste minimization techniques for managing e-waste – recycling of e-waste - disposal treatment methods of e- waste – mechanism of extraction of precious metal from leaching solution-global Scenario of E-waste – E-waste in India- case studies.
Literature Review Basics and Understanding Reference Management.pptxDr Ramhari Poudyal
Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024
Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapte...University of Maribor
Slides from talk presenting:
Aleš Zamuda: Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapter and Networking.
Presentation at IcETRAN 2024 session:
"Inter-Society Networking Panel GRSS/MTT-S/CIS
Panel Session: Promoting Connection and Cooperation"
IEEE Slovenia GRSS
IEEE Serbia and Montenegro MTT-S
IEEE Slovenia CIS
11TH INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONIC AND COMPUTING ENGINEERING
3-6 June 2024, Niš, Serbia