This document summarizes a device called "Nirbhaya" that aims to improve women's safety in India. The device consists of a microcontroller, tap sensor, GPS module, siren, and shock circuit. It is designed to be worn by a woman. If she taps the sensor twice during an emergency, the device will send her location via GSM to emergency contacts and also sound an alarm and shock an attacker, giving her a chance to escape. The document reviews related prior work on women's safety devices and describes the proposed system in more detail with a block diagram. It is meant to automatically detect emergencies even if the woman cannot activate it herself.
This document describes a women's safety system that uses sensors and communication technologies. The system includes a GPS module to track location, a GSM module to send messages, an accelerometer sensor to detect position, and a heartbeat sensor. It is attached to a wearable device like a watch or bracelet. When danger is detected by the sensors or a panic button is pressed, the system activates and sends an SMS with the woman's location to her emergency contacts and the police using the GSM module. The goal is to provide immediate assistance in dangerous situations. It provides compact personal safety and real-time location tracking to help prevent crimes against women.
This document summarizes several existing research papers on women's safety systems that use IoT technologies like GPS, GSM, and sensors. It describes systems that monitor women's vital signs and location and send alerts to emergency contacts if thresholds are exceeded, indicating a threat situation. When triggered, the systems send alerts containing the woman's location to help ensure a rapid response. The goal is to develop an advanced, discreet personal safety device for women to protect them from crimes and help overcome social challenges.
Internet of Things Based Women Tracking and Security with Auto-Defender Systemrahulmonikasharma
In worldwide situation, the prime inquiry in each woman mind is about her safety and the badgering issues. Women everywhere throughout the world are confronting much deceptive physical provocation. The main idea frequenting each woman is the point at which they will have the capability to move frankly in the city even in odd hours without stressing over their security. Our task is a dare to determine this issue. This paper describes about a smart intelligent security system for women. This venture concentrates on a security for women so they will never feel vulnerable. The system comprises of different modules such as GPS receiver, shock circuit, buzzer, spray mechanism, Webcam, pulse rate sensor, Raspberry pi-3 module. Today there are many cases which are going on about women all over in the world. It was high time where women required a change. This task depends on women security where women feel ensured. This venture portrays about safety electronic system for women, worked out in the open transport vehicles such as, car, buses and auto-rickshaws as these days women are being at molested, kidnapped and badgering by the drivers. In each field there is an uncommon effect of women like games, dance, training, business, in legislative issues moreover. Women are driving in each field. The question arises that, Are the women in India are extremely secured? Always get the solution No. Henceforth executed Internet of Things based women tracking and security with auto-defender system which is interfaced with Raspberry pi 3 board that will track the location of the women also will auto defend in bad situation.
This document describes a proposed smart wearable device called a "smart shield" to improve women's safety. The device would resemble a jacket and contain sensors to detect health emergencies as well as modules for GPS, GSM, a camera, buzzer, and shock mechanism. If activated, it would send an alert message with the user's location to emergency contacts and police and provide self-defense features like making noise or delivering an electric shock. The system is intended to help women in dangerous situations when they cannot access a smartphone. It provides automatic protection and location tracking to quickly alert others.
1) The document describes a safety jacket system for women that uses various modules like GPS, GSM, a camera, shock circuit, buzzer, and memory card connected to a Raspberry Pi module.
2) When the second button is pressed, the GPS tracks the location and sends it along with an alert message to predefined phone numbers. The shock circuit and camera activate to injure attackers and capture images of them that are saved to the memory card.
3) The system aims to allow women to protect themselves and alert others in emergency situations without needing to use a smartphone. It provides real-time location tracking, self-defense capabilities, and evidence collection to aid in finding attackers.
Detecting Alive Human Using Robot for Rescue Operationvivatechijri
In the current technological world, the technologies are evolving day by day. These developments
make human life easier and more enthusiastic. The new high-speed technologies & growing computer capacity
provides advancement in the field of control theory. In the modern world, there are continuous development of
the skyscraper buildings & dwellings which increases the risk of losing life by natural calamities and manmade
disasters. During earthquakes, landslides, and building collapse, a lot of times, humans are trapped under debris
and it becomes impossible to detect their presence by the rescue team. Sometimes, it is impossible to reach certain
locations in calamity affected zone. Many models have been proposed for detection of human’s presence under
the debris in affected zone. This paper analyses various models developed to find the alive human being during
natural calamities.
A Mobile Based Women Safety Application (I Safe Apps)IOSR Journals
This document describes a mobile app called I Safe Apps that aims to improve women's safety. The app allows women in danger to easily alert emergency contacts and share their location with one button. It also provides first aid instructions and information on how to use fake phone calls or video calls to avoid dangerous situations. The app seeks to address issues like physical assaults and rapes that many women face. It could help women who experience accidents, attacks, or other dangers when traveling alone notify others and get assistance.
This document describes a women's safety system that uses sensors and communication technologies. The system includes a GPS module to track location, a GSM module to send messages, an accelerometer sensor to detect position, and a heartbeat sensor. It is attached to a wearable device like a watch or bracelet. When danger is detected by the sensors or a panic button is pressed, the system activates and sends an SMS with the woman's location to her emergency contacts and the police using the GSM module. The goal is to provide immediate assistance in dangerous situations. It provides compact personal safety and real-time location tracking to help prevent crimes against women.
This document summarizes several existing research papers on women's safety systems that use IoT technologies like GPS, GSM, and sensors. It describes systems that monitor women's vital signs and location and send alerts to emergency contacts if thresholds are exceeded, indicating a threat situation. When triggered, the systems send alerts containing the woman's location to help ensure a rapid response. The goal is to develop an advanced, discreet personal safety device for women to protect them from crimes and help overcome social challenges.
Internet of Things Based Women Tracking and Security with Auto-Defender Systemrahulmonikasharma
In worldwide situation, the prime inquiry in each woman mind is about her safety and the badgering issues. Women everywhere throughout the world are confronting much deceptive physical provocation. The main idea frequenting each woman is the point at which they will have the capability to move frankly in the city even in odd hours without stressing over their security. Our task is a dare to determine this issue. This paper describes about a smart intelligent security system for women. This venture concentrates on a security for women so they will never feel vulnerable. The system comprises of different modules such as GPS receiver, shock circuit, buzzer, spray mechanism, Webcam, pulse rate sensor, Raspberry pi-3 module. Today there are many cases which are going on about women all over in the world. It was high time where women required a change. This task depends on women security where women feel ensured. This venture portrays about safety electronic system for women, worked out in the open transport vehicles such as, car, buses and auto-rickshaws as these days women are being at molested, kidnapped and badgering by the drivers. In each field there is an uncommon effect of women like games, dance, training, business, in legislative issues moreover. Women are driving in each field. The question arises that, Are the women in India are extremely secured? Always get the solution No. Henceforth executed Internet of Things based women tracking and security with auto-defender system which is interfaced with Raspberry pi 3 board that will track the location of the women also will auto defend in bad situation.
This document describes a proposed smart wearable device called a "smart shield" to improve women's safety. The device would resemble a jacket and contain sensors to detect health emergencies as well as modules for GPS, GSM, a camera, buzzer, and shock mechanism. If activated, it would send an alert message with the user's location to emergency contacts and police and provide self-defense features like making noise or delivering an electric shock. The system is intended to help women in dangerous situations when they cannot access a smartphone. It provides automatic protection and location tracking to quickly alert others.
1) The document describes a safety jacket system for women that uses various modules like GPS, GSM, a camera, shock circuit, buzzer, and memory card connected to a Raspberry Pi module.
2) When the second button is pressed, the GPS tracks the location and sends it along with an alert message to predefined phone numbers. The shock circuit and camera activate to injure attackers and capture images of them that are saved to the memory card.
3) The system aims to allow women to protect themselves and alert others in emergency situations without needing to use a smartphone. It provides real-time location tracking, self-defense capabilities, and evidence collection to aid in finding attackers.
Detecting Alive Human Using Robot for Rescue Operationvivatechijri
In the current technological world, the technologies are evolving day by day. These developments
make human life easier and more enthusiastic. The new high-speed technologies & growing computer capacity
provides advancement in the field of control theory. In the modern world, there are continuous development of
the skyscraper buildings & dwellings which increases the risk of losing life by natural calamities and manmade
disasters. During earthquakes, landslides, and building collapse, a lot of times, humans are trapped under debris
and it becomes impossible to detect their presence by the rescue team. Sometimes, it is impossible to reach certain
locations in calamity affected zone. Many models have been proposed for detection of human’s presence under
the debris in affected zone. This paper analyses various models developed to find the alive human being during
natural calamities.
A Mobile Based Women Safety Application (I Safe Apps)IOSR Journals
This document describes a mobile app called I Safe Apps that aims to improve women's safety. The app allows women in danger to easily alert emergency contacts and share their location with one button. It also provides first aid instructions and information on how to use fake phone calls or video calls to avoid dangerous situations. The app seeks to address issues like physical assaults and rapes that many women face. It could help women who experience accidents, attacks, or other dangers when traveling alone notify others and get assistance.
Animal accidents in rail road have become one of the causes that may lead to their extinction. Therefore we implement our project by monitoring the presence of animals (more commonly elephants) in rail track with hanging robot in forest areas where unexpectable wildlife mortality in rail road occurs. The hanging robot in motion records the situation and displays it to the engine driver. An alarm is present to alert engine driver if any large animals are present. Image processing is done to identify the type of animal. The detailed design is modeled and fabrication is performed and a central box containing the required mechanisms to perform the locomotion. Finally the robot is cost effective compared to many other developed robots.
IRJET- IoT based Smart Foot Device for Women SafetyIRJET Journal
This document describes a smart foot device developed for women's safety using IoT technologies. The device clips onto a woman's shoe and can be discreetly triggered by tapping one foot behind the other four times. This sends a Bluetooth alert to the woman's phone app, which generates an emergency message with her location. The device uses an Arduino microcontroller with an accelerometer and Bluetooth module. When triggered, it sends an alert via Bluetooth to the phone app, which then sends an SMS with the woman's location to up to five pre-set contacts for help. The results showed accurate detection of the tapping motion with 100% accuracy. The device aims to help women discreetly call for help if they feel unsafe without needing
IOSR Journal of Computer Engineering (IOSR-JCE) is a double blind peer reviewed International Journal that provides rapid publication (within a month) of articles in all areas of computer engineering and its applications. The journal welcomes publications of high quality papers on theoretical developments and practical applications in computer technology. Original research papers, state-of-the-art reviews, and high quality technical notes are invited for publications.
Now a day’s security has become the major concern for everyone. Due to these busy schedules, we didn’t get enough time to look around or can say keep watch on our surrounding because of which we didn’t notice the unusual activity which leads to a higher crime rate and become a major concern. The assailant has mastered themselves in hiding behind the cover of innocence and goodwill and executes their plan when they feel it’s the right time which has led to crime rate 47 . The crime is seriously needed to be controlled and so is the crime rate. Our project “Biometric Security Bags†is based on the problems we face most often in our life. It is a basic idea to create a bag which is secured by biometric lock and code lock which will be dual authentication with a GPS and GSM system will help us to keep our belongings safe. We will also introduce a mini camera which will capture our surrounding. The bag can be used for the multipurpose security of our valuables and at the same time for security of human. Deepti Rana | Ashwini Karnale | Divyashruti Mane | Mangal Kotkar "Biometric Security Bags" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-4 , June 2021, URL: https://www.ijtsrd.compapers/ijtsrd43611.pdf Paper URL: https://www.ijtsrd.comengineering/information-technology/43611/biometric-security-bags/deepti-rana
The most of the technical challenges for the society to detect and find a solution for visually impaired, with increased security and service motto towards the society helped to bring a solution which would help the visually impaired in the industries and other companies. Here we had come out with a prototype as a way of finding a solution to the visually impaired. The navigation assistant technology using RFID Tag Grid minimizes the dependency. The reader used in this system is embedded in the mobile and shoes to avoid dependency on travel. The RFID reader matches with the information specified to that ID and a voice signal is generated. Wireless RF links is placed in the Bluetooth device/ headphone for voice guidance. The proximity sensing unit is an auxiliary unit is added as a solution to address unexpected and non-mapped obstacles in the user’s path. Basically it contains ultrasonic Sensor Unit interfaced with microcontroller which is inter-linked to a vibrator that would be activated when nearing obstacles. This system is technically and economically feasible and may offer a maximum benefit to the disabled.
Nowadays security has become a major concern for everyone. Due to busy schedules, we don’t get enough time to look around or keep watch on our surroundings, because of which we don’t notice the unusual activity leading to a higher crime rate and becoming a major concern. The assailants have mastered themselves in hiding behind the cover of innocence and goodwill and execute their plan when they feel it’s the right time which has led to a crime rate 47 . Crime is a primary issue which needs to be controlled and so does the crime rate. Our project “Biometric Security Bags” is based on the problems we face most often in our life. It is a basic idea to create a bag which is secured by biometric lock and code lock which will be dual authentication with a GPS and GSM system will help us to keep our belongings safe. We will also introduce a mini camera which will capture our surroundings. The bag can be used for multipurpose security of our valuables and at the same time for security of human. Deepti Rana | Ashwini Karnale | Divyashruti Mane | Mangal Kotkar "Biometric Security Bags" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-1 , December 2020, URL: https://www.ijtsrd.com/papers/ijtsrd37998.pdf Paper URL : https://www.ijtsrd.com/computer-science/other/37998/biometric-security-bags/deepti-rana
This document proposes and describes a women's safety mobile application for Android. It includes sections on the proposed system, hardware requirements, system diagrams, use case diagrams, and development kits. The app would allow users to activate an emergency alarm, make fake phone calls for safety, track friends' locations, and send distress signals and locations to emergency contacts. Diagrams show the system architecture and data flows between app functions, users, and emergency contacts. The conclusion states that the app provides an easy-to-use interface for emergency tools that can work both online and offline.
The document describes a project report submitted to Visvesvaraya Technological University for the degree of Bachelor of Engineering in Information Science & Engineering. The project is titled "Smart Self Defense Device" and was carried out by 4 students at APS College of Engineering in Bangalore under the guidance of an internal guide. The report includes details of the project such as an abstract, chapters on literature survey, system requirements, design and analysis, implementation, testing, results, and a conclusion.
The document is a project report submitted by students Sonam Menda and Chechey for their Bachelor of Technology degree. It discusses the development of a smart farming system using IoT technologies. The system aims to address key issues in agriculture by monitoring soil moisture, temperature and other field data in real-time and using this to control irrigation and provide intelligent farm management. The report describes the system architecture, hardware and software components used, including sensors, Arduino, Raspberry Pi, algorithms and testing plans. It evaluates the benefits of the system as well as future applications of IoT in agriculture.
IRJET - Smart Crop Protection System from Animals using PICIRJET Journal
This document describes a smart crop protection system from animals using a PIC microcontroller. The system uses a motion sensor to detect animals approaching a field. When motion is detected, the microcontroller sounds an alarm to scare away the animals and sends an SMS to the farmer. This ensures complete safety of crops from animals and protects the farmer from financial losses due to damaged crops. The system is designed to protect agricultural fields in an affordable way without harming animals or humans.
This document describes an Android application project for women's safety. The app allows a woman in danger to easily alert friends and authorities by sending her location. It works by having the user save contact numbers and a default message. Then a single touch can send the message along with GPS coordinates. If the recipients don't respond, automatic calls will be placed to each one. The project aims to provide a low-cost GPS tracking solution using mobile phones to track a person's location in real time on a map. It communicates location data via GPRS to help prevent issues like harassment and assault.
Social App - Concept - Women Safety - (India)
Like the idea - buy a book for me?
http://www.amazon.in/registry/wishlist/288G2K0JZQOD6
http://flipkart.com/wishlist/b3naam
This paper detailed about a smart alarm system for
women’s security. Women all over the world are facing much
unscrupulous physical irritation. This acquires a fast pace
due to lack of a suitable investigation system. The system look
like a group on the wrist merged with pressure switch as an
input which when triggers shows the result loud alarm
imposed for self-defensing purpose and send location and
messages to the emergency contacts. The whole process will
be held in Arduino Microcontroller. The digital switch
incorporates with the controlling unit. Whenever the user
presses the digital switch, the emergency message will be
passed to the server unit via GSM SIM 800A module. By
implementing the proposed system, the physical harassment
on the women will be reduced.
Implementation of Women Safety System using Internet of Thingsijtsrd
In today's world both men and women are having equal responsibility in their works and competing with each other in all the fields. Thus the proposed system is reliable, low cost and user friendly helps women to overcome their fear in critical situation.. S Pradeep | Kanikannan | M Meedunganesh | A. Anny Leema "Implementation of Women Safety System using Internet of Things" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-4 , June 2020, URL: https://www.ijtsrd.com/papers/ijtsrd30945.pdf Paper Url :https://www.ijtsrd.com/computer-science/world-wide-web/30945/implementation-of-women-safety-system-using-internet-of-things/s-pradeep
SMART SECURITY DEVICE FOR WOMEN USING IOTIRJET Journal
This document describes a smart security device for women's safety using IoT technologies like GPS, GSM, and sensors. The proposed device would detect dangerous situations through sensors and automatically alert emergency contacts by sending an SMS with the woman's location. It aims to help women escape threats and get assistance. The small, portable device allows women to feel secure as it monitors vital signs and alerts authorities discreetly in emergencies.
IRJET- Modern Era and Security of Women: An Intellectual DeviceIRJET Journal
This document presents a proposed low-cost device to improve women's safety using IoT technologies. The device can be activated in three ways - by pressing a panic button, through a Bluetooth connection, or via a touch sensor. When activated, it uses a pulse sensor to measure heart rate, GPS to determine location, and GSM to send alert messages with the victim's coordinates and pulse to predefined emergency contacts. The goal is to provide a more affordable alternative to existing personal safety devices that women can easily carry and activate even during high-stress situations. The proposed design and its benefits are discussed, along with ideas for potential future improvements.
IRJET- Modern Era and Security of Women: An Intellectual DeviceIRJET Journal
This document proposes a new device to improve women's safety and independence using emerging technologies. The device would integrate sensors, modules, and a microcontroller to enable three activation modes and dual security features. When activated, it would automatically send alerts with the woman's location and heart rate to emergency contacts and police. This could help address issues with existing safety systems and empower women in dangerous situations. The goal is to design an affordable, easy to use, and effective personal safety solution.
Activity Tracker Wrist Band for Children Monitoring using IOTrahulmonikasharma
Today in present world of digital technology and global computing every person is connected with each other in number of ways. In current global computing world, the children and women harassment, chain snatchings, kidnapping, sexual harassments, eve teasing, etc. are increased day-by day, becoming more unsafe and helpless. When these perilous situations occur there must be a trending technology to be comfortable to handle. So we are proposing a system that works on the controversy of children using IOT. In this project we proposed a device which is integrated with multiple devices, comprising of wearable “Activity Tracker Wrist Band” which is programmed with all the required data which includes the behavior of the human reactions like anger, anxiety, nervousness and fear. When these situations are faced by the victim, the various sensors generate the emergency signals which are to be transmitted to the smart phone. The system effectively monitors the children presence within the expected zone. When the person crosses the monitoring zone, then based on IOT Monitoring system, GSM sends help request by sending messages to the nearest police station, parents and the people in the near radius.
In current period an enormous rise in crime against women can be observed and along with women even children, old age people are also suffering with inhuman activities as kidnapping. Women feel insecure roaming around the city alone, even the family members are always worried about their security till the time they get back safe. Many personal security solutions are available in the market in form of mobile applications and wearable devices as wrist bands, pendants, etc.. But all these already available solutions prove useless if the user is unable to trigger the device or mobile app in case of danger and also if device is lost or broken or battery goes low. This paper proposes a new improved personal security solution that will overcome these drawbacks of wearable devices and mobile applications making it more reliable solution for security.
This document summarizes a research paper that proposes a portable device called the "Disha Device" to improve women's safety. The device has features like live location tracking, audio/video recording, automatic messaging to emergency contacts, a buzzer, flashlight, and pepper spray. It is designed using an Arduino microcontroller connected to GPS and GSM modules. When the button is pressed, it sends an alert message with the woman's location, sets off an alarm, activates the flashlight and pepper spray for self-defense. The goal is to provide women a compact, one-click safety system to help them escape dangerous situations or call for help with just a single press of a button.
This system uses an Arduino microcontroller based smart band to protect women's safety. The band monitors heart rate and can be manually triggered in an emergency. It uses a GPS module to determine the wearer's location and sends this to contacts and authorities. The system includes an alarm, WiFi connectivity to send messages, and a shocking mechanism for self-defense. It provides a wearable tracking device that allows parents to monitor children's locations remotely.
Tracking And Security System for Women’s using GPS & GSMIRJET Journal
This document describes a tracking and security system for women using GPS and GSM technologies. The system includes an ARM7 microcontroller, GPS module, GSM module, panic button, buzzer, and emergency button. When the panic or emergency buttons are pressed, the ARM7 uses the GPS module to get the woman's location and sends an alert SMS with a link to the location via the GSM module to pre-stored phone numbers. This allows authorities to quickly locate and assist any woman in distress. The system is designed to increase women's safety and allow them to call for help discreetly during threatening situations.
Animal accidents in rail road have become one of the causes that may lead to their extinction. Therefore we implement our project by monitoring the presence of animals (more commonly elephants) in rail track with hanging robot in forest areas where unexpectable wildlife mortality in rail road occurs. The hanging robot in motion records the situation and displays it to the engine driver. An alarm is present to alert engine driver if any large animals are present. Image processing is done to identify the type of animal. The detailed design is modeled and fabrication is performed and a central box containing the required mechanisms to perform the locomotion. Finally the robot is cost effective compared to many other developed robots.
IRJET- IoT based Smart Foot Device for Women SafetyIRJET Journal
This document describes a smart foot device developed for women's safety using IoT technologies. The device clips onto a woman's shoe and can be discreetly triggered by tapping one foot behind the other four times. This sends a Bluetooth alert to the woman's phone app, which generates an emergency message with her location. The device uses an Arduino microcontroller with an accelerometer and Bluetooth module. When triggered, it sends an alert via Bluetooth to the phone app, which then sends an SMS with the woman's location to up to five pre-set contacts for help. The results showed accurate detection of the tapping motion with 100% accuracy. The device aims to help women discreetly call for help if they feel unsafe without needing
IOSR Journal of Computer Engineering (IOSR-JCE) is a double blind peer reviewed International Journal that provides rapid publication (within a month) of articles in all areas of computer engineering and its applications. The journal welcomes publications of high quality papers on theoretical developments and practical applications in computer technology. Original research papers, state-of-the-art reviews, and high quality technical notes are invited for publications.
Now a day’s security has become the major concern for everyone. Due to these busy schedules, we didn’t get enough time to look around or can say keep watch on our surrounding because of which we didn’t notice the unusual activity which leads to a higher crime rate and become a major concern. The assailant has mastered themselves in hiding behind the cover of innocence and goodwill and executes their plan when they feel it’s the right time which has led to crime rate 47 . The crime is seriously needed to be controlled and so is the crime rate. Our project “Biometric Security Bags†is based on the problems we face most often in our life. It is a basic idea to create a bag which is secured by biometric lock and code lock which will be dual authentication with a GPS and GSM system will help us to keep our belongings safe. We will also introduce a mini camera which will capture our surrounding. The bag can be used for the multipurpose security of our valuables and at the same time for security of human. Deepti Rana | Ashwini Karnale | Divyashruti Mane | Mangal Kotkar "Biometric Security Bags" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-4 , June 2021, URL: https://www.ijtsrd.compapers/ijtsrd43611.pdf Paper URL: https://www.ijtsrd.comengineering/information-technology/43611/biometric-security-bags/deepti-rana
The most of the technical challenges for the society to detect and find a solution for visually impaired, with increased security and service motto towards the society helped to bring a solution which would help the visually impaired in the industries and other companies. Here we had come out with a prototype as a way of finding a solution to the visually impaired. The navigation assistant technology using RFID Tag Grid minimizes the dependency. The reader used in this system is embedded in the mobile and shoes to avoid dependency on travel. The RFID reader matches with the information specified to that ID and a voice signal is generated. Wireless RF links is placed in the Bluetooth device/ headphone for voice guidance. The proximity sensing unit is an auxiliary unit is added as a solution to address unexpected and non-mapped obstacles in the user’s path. Basically it contains ultrasonic Sensor Unit interfaced with microcontroller which is inter-linked to a vibrator that would be activated when nearing obstacles. This system is technically and economically feasible and may offer a maximum benefit to the disabled.
Nowadays security has become a major concern for everyone. Due to busy schedules, we don’t get enough time to look around or keep watch on our surroundings, because of which we don’t notice the unusual activity leading to a higher crime rate and becoming a major concern. The assailants have mastered themselves in hiding behind the cover of innocence and goodwill and execute their plan when they feel it’s the right time which has led to a crime rate 47 . Crime is a primary issue which needs to be controlled and so does the crime rate. Our project “Biometric Security Bags” is based on the problems we face most often in our life. It is a basic idea to create a bag which is secured by biometric lock and code lock which will be dual authentication with a GPS and GSM system will help us to keep our belongings safe. We will also introduce a mini camera which will capture our surroundings. The bag can be used for multipurpose security of our valuables and at the same time for security of human. Deepti Rana | Ashwini Karnale | Divyashruti Mane | Mangal Kotkar "Biometric Security Bags" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-1 , December 2020, URL: https://www.ijtsrd.com/papers/ijtsrd37998.pdf Paper URL : https://www.ijtsrd.com/computer-science/other/37998/biometric-security-bags/deepti-rana
This document proposes and describes a women's safety mobile application for Android. It includes sections on the proposed system, hardware requirements, system diagrams, use case diagrams, and development kits. The app would allow users to activate an emergency alarm, make fake phone calls for safety, track friends' locations, and send distress signals and locations to emergency contacts. Diagrams show the system architecture and data flows between app functions, users, and emergency contacts. The conclusion states that the app provides an easy-to-use interface for emergency tools that can work both online and offline.
The document describes a project report submitted to Visvesvaraya Technological University for the degree of Bachelor of Engineering in Information Science & Engineering. The project is titled "Smart Self Defense Device" and was carried out by 4 students at APS College of Engineering in Bangalore under the guidance of an internal guide. The report includes details of the project such as an abstract, chapters on literature survey, system requirements, design and analysis, implementation, testing, results, and a conclusion.
The document is a project report submitted by students Sonam Menda and Chechey for their Bachelor of Technology degree. It discusses the development of a smart farming system using IoT technologies. The system aims to address key issues in agriculture by monitoring soil moisture, temperature and other field data in real-time and using this to control irrigation and provide intelligent farm management. The report describes the system architecture, hardware and software components used, including sensors, Arduino, Raspberry Pi, algorithms and testing plans. It evaluates the benefits of the system as well as future applications of IoT in agriculture.
IRJET - Smart Crop Protection System from Animals using PICIRJET Journal
This document describes a smart crop protection system from animals using a PIC microcontroller. The system uses a motion sensor to detect animals approaching a field. When motion is detected, the microcontroller sounds an alarm to scare away the animals and sends an SMS to the farmer. This ensures complete safety of crops from animals and protects the farmer from financial losses due to damaged crops. The system is designed to protect agricultural fields in an affordable way without harming animals or humans.
This document describes an Android application project for women's safety. The app allows a woman in danger to easily alert friends and authorities by sending her location. It works by having the user save contact numbers and a default message. Then a single touch can send the message along with GPS coordinates. If the recipients don't respond, automatic calls will be placed to each one. The project aims to provide a low-cost GPS tracking solution using mobile phones to track a person's location in real time on a map. It communicates location data via GPRS to help prevent issues like harassment and assault.
Social App - Concept - Women Safety - (India)
Like the idea - buy a book for me?
http://www.amazon.in/registry/wishlist/288G2K0JZQOD6
http://flipkart.com/wishlist/b3naam
This paper detailed about a smart alarm system for
women’s security. Women all over the world are facing much
unscrupulous physical irritation. This acquires a fast pace
due to lack of a suitable investigation system. The system look
like a group on the wrist merged with pressure switch as an
input which when triggers shows the result loud alarm
imposed for self-defensing purpose and send location and
messages to the emergency contacts. The whole process will
be held in Arduino Microcontroller. The digital switch
incorporates with the controlling unit. Whenever the user
presses the digital switch, the emergency message will be
passed to the server unit via GSM SIM 800A module. By
implementing the proposed system, the physical harassment
on the women will be reduced.
Implementation of Women Safety System using Internet of Thingsijtsrd
In today's world both men and women are having equal responsibility in their works and competing with each other in all the fields. Thus the proposed system is reliable, low cost and user friendly helps women to overcome their fear in critical situation.. S Pradeep | Kanikannan | M Meedunganesh | A. Anny Leema "Implementation of Women Safety System using Internet of Things" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-4 , June 2020, URL: https://www.ijtsrd.com/papers/ijtsrd30945.pdf Paper Url :https://www.ijtsrd.com/computer-science/world-wide-web/30945/implementation-of-women-safety-system-using-internet-of-things/s-pradeep
SMART SECURITY DEVICE FOR WOMEN USING IOTIRJET Journal
This document describes a smart security device for women's safety using IoT technologies like GPS, GSM, and sensors. The proposed device would detect dangerous situations through sensors and automatically alert emergency contacts by sending an SMS with the woman's location. It aims to help women escape threats and get assistance. The small, portable device allows women to feel secure as it monitors vital signs and alerts authorities discreetly in emergencies.
IRJET- Modern Era and Security of Women: An Intellectual DeviceIRJET Journal
This document presents a proposed low-cost device to improve women's safety using IoT technologies. The device can be activated in three ways - by pressing a panic button, through a Bluetooth connection, or via a touch sensor. When activated, it uses a pulse sensor to measure heart rate, GPS to determine location, and GSM to send alert messages with the victim's coordinates and pulse to predefined emergency contacts. The goal is to provide a more affordable alternative to existing personal safety devices that women can easily carry and activate even during high-stress situations. The proposed design and its benefits are discussed, along with ideas for potential future improvements.
IRJET- Modern Era and Security of Women: An Intellectual DeviceIRJET Journal
This document proposes a new device to improve women's safety and independence using emerging technologies. The device would integrate sensors, modules, and a microcontroller to enable three activation modes and dual security features. When activated, it would automatically send alerts with the woman's location and heart rate to emergency contacts and police. This could help address issues with existing safety systems and empower women in dangerous situations. The goal is to design an affordable, easy to use, and effective personal safety solution.
Activity Tracker Wrist Band for Children Monitoring using IOTrahulmonikasharma
Today in present world of digital technology and global computing every person is connected with each other in number of ways. In current global computing world, the children and women harassment, chain snatchings, kidnapping, sexual harassments, eve teasing, etc. are increased day-by day, becoming more unsafe and helpless. When these perilous situations occur there must be a trending technology to be comfortable to handle. So we are proposing a system that works on the controversy of children using IOT. In this project we proposed a device which is integrated with multiple devices, comprising of wearable “Activity Tracker Wrist Band” which is programmed with all the required data which includes the behavior of the human reactions like anger, anxiety, nervousness and fear. When these situations are faced by the victim, the various sensors generate the emergency signals which are to be transmitted to the smart phone. The system effectively monitors the children presence within the expected zone. When the person crosses the monitoring zone, then based on IOT Monitoring system, GSM sends help request by sending messages to the nearest police station, parents and the people in the near radius.
In current period an enormous rise in crime against women can be observed and along with women even children, old age people are also suffering with inhuman activities as kidnapping. Women feel insecure roaming around the city alone, even the family members are always worried about their security till the time they get back safe. Many personal security solutions are available in the market in form of mobile applications and wearable devices as wrist bands, pendants, etc.. But all these already available solutions prove useless if the user is unable to trigger the device or mobile app in case of danger and also if device is lost or broken or battery goes low. This paper proposes a new improved personal security solution that will overcome these drawbacks of wearable devices and mobile applications making it more reliable solution for security.
This document summarizes a research paper that proposes a portable device called the "Disha Device" to improve women's safety. The device has features like live location tracking, audio/video recording, automatic messaging to emergency contacts, a buzzer, flashlight, and pepper spray. It is designed using an Arduino microcontroller connected to GPS and GSM modules. When the button is pressed, it sends an alert message with the woman's location, sets off an alarm, activates the flashlight and pepper spray for self-defense. The goal is to provide women a compact, one-click safety system to help them escape dangerous situations or call for help with just a single press of a button.
This system uses an Arduino microcontroller based smart band to protect women's safety. The band monitors heart rate and can be manually triggered in an emergency. It uses a GPS module to determine the wearer's location and sends this to contacts and authorities. The system includes an alarm, WiFi connectivity to send messages, and a shocking mechanism for self-defense. It provides a wearable tracking device that allows parents to monitor children's locations remotely.
Tracking And Security System for Women’s using GPS & GSMIRJET Journal
This document describes a tracking and security system for women using GPS and GSM technologies. The system includes an ARM7 microcontroller, GPS module, GSM module, panic button, buzzer, and emergency button. When the panic or emergency buttons are pressed, the ARM7 uses the GPS module to get the woman's location and sends an alert SMS with a link to the location via the GSM module to pre-stored phone numbers. This allows authorities to quickly locate and assist any woman in distress. The system is designed to increase women's safety and allow them to call for help discreetly during threatening situations.
This document introduces an electronic jacket designed for women's safety. The jacket incorporates a Raspberry Pi module along with GPS, GSM, a camera, shock circuit, and buzzer to provide women with a safety system and sense of empowerment. The electronic components allow women to easily alert family and authorities in an emergency situation while going about their daily activities. The goal is to address the ongoing issue of harassment and violence against women by providing a discreet safety solution integrated into an article of clothing.
IRJET - Women Safety Device with GPS Tracking and AlertsIRJET Journal
This document proposes a women's safety device using GPS tracking and alerts. The device would consist of a wearable smart band continuously communicating with a smart phone. The phone would have an application programmed to detect human behaviors indicating fear, anxiety, etc. through sensors. When the application detects an emergency signal, it would automatically send a help request with location coordinates to the nearest police station, relatives, and other application users nearby. This would enable emergency help to arrive quickly and accurately to assist victims in dangerous situations. The proposed device aims to provide security for women and allow help to be sent even if an unconscious victim cannot press an emergency button. It discusses the system components, working, and concludes the design could help solve security issues faced by
This document describes a proposed device called SwaRma that aims to improve women's safety. The device consists of a smart GPS watch and accompanying Android app. The watch tracks the wearer's location using GPS and sensors. If it detects irregular movement like a fall or attack, it will alert emergency contacts by sending a message with the wearer's location. Zones can also be predefined within which alerts are sent if the wearer enters or exits. The system is intended to help prevent crimes against women and allow for quick emergency response by notifying authorities and loved ones of dangerous situations.
This document describes a smart bag project for women's safety using an Arduino Uno. The bag contains a GSM module, voice sensor, emergency switch, Arduino board, high voltage shock wires, flashing light, and pepper spray. When a woman presses the emergency switch or the voice sensor detects her voice, the system activates: a light flashes with a siren, high voltage shocks an attacker, and a pepper spray blinds them. An SMS is sent to registered contacts with the woman's location using GPS. The system aims to provide self-defense and alert others if a woman feels threatened.
IRJET- Smart and Ubiquitous Defense Monitoring System based on IoTIRJET Journal
This document describes a smart and ubiquitous defense monitoring system based on the Internet of Things (IoT) that is designed to provide security for individuals. The system uses sensors like a Global Positioning System (GPS), temperature sensor, heartbeat sensor, and Passive Infrared Sensor embedded in a wearable device. When the sensors detect an abnormal heartbeat rate or increase in temperature, indicating distress, the system automatically sends alerts with the person's location to registered contacts and nearby police stations using IoT technologies like SIM800A modules and WiFi. The system is implemented using an Arduino Uno microcontroller, embedded C programming, and the Proteus simulation software. It aims to help individuals in dangerous situations by quickly notifying authorities and
IRJET- Women Safety Device with GPS, GSM and Health Monitoring SystemIRJET Journal
This document describes a women's safety device that uses GPS, GSM, and health monitoring to help women in distress. The device consists of a switch, microcontroller, GPS module, GSM module, buzzer, and pulse sensor. When activated, it sends the woman's location via text message to emergency contacts and tracks her location if she moves. If her pulse is abnormal, it will also call an ambulance. The device is meant to provide timely assistance and location information to help protect women's safety.
This document describes a proposed automated safety device for women that uses GPS and GSM modules. The device would be worn as a bracelet with two emergency buttons. One button would send the woman's location to guardians via GPS and the other would call the nearest police station. When activated, the location would be sent via mobile app and an emergency call could be made. The device aims to help ensure women's safety by allowing them to quickly alert others if they feel threatened. A circuit diagram is presented showing transmitter and receiver circuits. Simulation results demonstrate sending location data to an app and triggering an emergency alert. The conclusion discusses achieving the goal of ensuring women's safety and potential future improvements.
IRJET-Protection for Women using IoT Smart Device with Location and ParametersIRJET Journal
This document describes a proposed system to provide protection for women using IoT devices. The system uses various sensors to monitor a woman's vital signs and movement, including pulse rate, temperature, sound, flexibility, and acceleration. If the sensed data exceeds predefined thresholds, the system will sound an alarm. It will also send an alert message and the victim's parameters to nearby IoT devices via WiFi. The location of the victim is tracked using GPS. This allows the alert to be sent to any devices connected to the IoT network, providing more comprehensive protection and assistance than existing systems.
IRJET - Ensuring Women Safety by Offline TrackingIRJET Journal
This document proposes an offline tracking system to ensure women's safety. It describes existing women safety systems that rely on GPS, GSM networks and have disadvantages like network unavailability or warning the wrong person. The proposed system uses LoRa technology for long-range wireless transmission of a victim's GPS location when they press an emergency button. It transmits the location data to nearby android devices within 5km without an internet or mobile network. This allows alerting others nearby instantly in an emergency situation. The system components include a LoRa transmitter and receiver, microcontroller, GPS module and push button. It is intended to overcome limitations of existing systems and help victims in dangerous situations.
This document describes an IoT-based smart security system for women. The system uses a smart band connected via Bluetooth to a smartphone. The band monitors vital signs and movement. If signs of distress are detected, the smartphone app uses GPS and GSM to automatically send alerts and location to emergency contacts and authorities without any human intervention. The system aims to address issues like delayed response from existing personal security devices that require manual activation. It provides automated protection using IoT technology for increased safety and security of women.
This document presents a study that uses linear regression to predict university freshmen's academic performance (GPA) based on their scores on the Joint Matriculation Examination (JME). The study finds a weak positive correlation (R=0.137) between GPA and JME scores, with the regression model only explaining 1.9% of variability in GPA. Statistical tests show no significant relationship between JME score and university GPA (p>0.05). The study concludes that JME score is not a strong predictor of freshmen academic performance.
This document describes a school bus tracking and security system that uses face recognition, GPS, and notification technologies. The system uses a camera to identify students as they board and exit the bus. A GPS module tracks the bus location and uploads coordinates to a database. Parents and school administrators can access this information through a mobile app to track students. When a student's face is recognized, a notification is sent to the parents. The system aims to increase student safety by monitoring their locations and notifying parents when they enter or exit the bus.
BigBasket encashing the Demonetisation: A big opportunityIJSRED
1. BigBasket is India's largest online grocery retailer, launched in 2011 when online grocery shopping was still nascent.
2. During India's 2016 demonetization, when cash was scarce, online grocery saw a major boost as consumers turned to sites like BigBasket for contactless digital payments.
3. However, BigBasket faced challenges in meeting consumer expectations for quick delivery while expanding partnerships with local vendors for fresh produce during this surge in demand.
Quantitative and Qualitative Analysis of Plant Leaf DiseaseIJSRED
This document discusses a technique for detecting plant leaf diseases using image processing. It begins with an introduction to plant pathology and the importance of identifying plant diseases. Common plant leaf diseases like Alternaria Alternata, Anthracnose, Bacterial blight, and Cercospora Leaf Spot are described along with their symptoms. The existing methods of disease identification are discussed. The proposed method uses various image processing techniques like filtering, histogram equalization, k-means clustering, and Gray Level Co-occurrence Matrix (GLCM) feature extraction to detect diseases. Image quality is then assessed to identify the affected regions of the leaf.
DC Fast Charger and Battery Management System for Electric VehiclesIJSRED
This document discusses the development of a DC fast charger and battery management system for electric vehicles. It aims to reduce charging times for EVs by designing an efficient charging mechanism. A PIC microcontroller controls the charging voltage and a battery management system monitors battery temperature, voltage, current and provides notifications. The system uses a step-down transformer, rectifier, voltage regulators and temperature sensor to charge lithium-ion batteries safely and quickly, while the battery management system protects the batteries from overcharging or overheating. Faster charging times through more charging stations could encourage greater adoption of electric vehicles.
France has experienced steady economic growth through policies that develop human capital and innovation. It has a highly organized education system that has increased enrollments over time, particularly in tertiary education. France also invests heavily in research and development, ranking highly in patents and innovative organizations. Infrastructure investment has also increased tangible capital stock. Additionally, factors like political stability, rule of law, and low corruption create an environment conducive to business investment and growth. Major events like the French Revolution helped shape France culturally, legally and technologically in ways that still influence its growth path today.
This document describes an acquisition system designed to make the examination process more efficient. The system uses a Raspberry Pi to control various hardware components including an RFID reader, rack and pinion assembly, and motor. It is intended to reduce the time and effort required of staff to distribute exam materials by automating the process. When examiners scan their RFID tags, the system verifies their identity and allows them to retrieve the appropriate exam bundles via a motorized rack and pinion assembly. The goal is to minimize manual labor and speed up exam distribution using an automated hardware and software solution controlled by a Raspberry Pi microcontroller.
Parallelization of Graceful Labeling Using Open MPIJSRED
This document summarizes research on parallelizing the graceful graph labeling problem using OpenMP on multi-core processors. It introduces the concepts of parallelization, multi-core architecture, and OpenMP. An algorithm is designed to parallelize graceful labeling by distributing graph vertices across processor cores. Execution time and speedup are measured for graphs of increasing size, showing improved speedup and reduced time with parallelization. Results show consistent performance gains as graph size increases due to better utilization of the multi-core architecture.
Study of Phenotypic Plasticity of Fruits of Luffa Acutangula Var. AmaraIJSRED
This study examines the phenotypic plasticity of fruits in the plant Luffa acutangula var. amara across different locations in Sindhudurg district, Maharashtra, India. The study found that the plant exhibited plasticity in growth cycle, flowering season, leaf shape, and fruit size depending on location. Maximum fruit weights and sizes were recorded at Talebazar village, while minimum sizes were found at Dahibav village. The variation in fruit morphology is an adaptation to the different environmental conditions at each site.
Understanding Architecture of Internet of ThingsIJSRED
The document discusses the architecture of the Internet of Things (IoT). It begins by introducing IoT and its key components. It then discusses three traditional IoT architectures: (1) a three-layer architecture consisting of a perception, network and application layer; (2) the TCP/IP four-layer model; and (3) the Telecommunications Management Network's five-layer logical layered architecture. The document proposes a new five-layer IoT architecture combining aspects of these models. The five layers are the business, application, processing, transport and perception layers. The perception layer collects data via sensors while the business layer manages the overall enterprise.
This document describes a project report submitted by three students for their bachelor's degree. The report outlines the development of a smart shopping cart system that utilizes RFID and Zigbee technologies. The smart cart is intended to enhance the shopping experience for customers by automatically billing items as they are added to the cart, providing real-time stock levels, and reducing checkout times. The system aims to benefit both customers through a more personalized shopping experience and retailers by improving stock management and reducing shoplifting. The document includes sections on requirements, system design, implementation, results and discussion, and conclusions.
An Emperical Study of Learning How Soft Skills is Essential for Management St...IJSRED
This document discusses an empirical study on the importance of soft skills for management students' careers. It finds that while hard skills and academic performance were once prioritized by employers, soft skills like communication, teamwork, and emotional intelligence are now essential for success. The study surveyed 50 management students and faculty in Bangalore to understand how well soft skills training is incorporated and its benefits. It determined that soft skills like communication are crucial as they influence interactions and job performance. However, older teaching methods do not sufficiently develop these skills. Integrating soft skills training into courses could better prepare students for today's work challenges.
The document describes a proposed smart canteen management system that uses various technologies like a web application, barcode scanner, and thermal printer to automate the food ordering process. The system aims to reduce wait times for students and avoid food wastage by allowing online ordering and monitoring stock. A barcode scanner will be used to identify students during ordering and payment. Thermal printers will generate receipts. The system is expected to reduce workload for staff and provide detailed sales reports for management.
This document discusses Gandhi's concept of trusteeship as an alternative economic system. It summarizes that Gandhi did not distinguish between economics and ethics, and based trusteeship on religious ideas like non-possession and truth as well as Western ideas like stewardship. Trusteeship aimed to persuade wealthy property owners to hold wealth in trust for the benefit of society rather than personal gain. It was meant as a non-violent alternative to capitalism and communism that eliminated class conflict through cooperation and trust between rich and poor. The document provides background on the philosophical and religious influences on Gandhi's views before explaining the key aspects of his theory of trusteeship.
Impacts of a New Spatial Variable on a Black Hole Metric SolutionIJSRED
This document discusses the impacts of introducing a new spatial variable in black hole metrics. It begins by summarizing Einstein and Rosen's 1935 paper which introduced a variable ρ = r - 2M in the Schwarzschild metric to remove the singularity. The document then introduces a similar new variable p = r - 2√M and analyzes how this impacts the Schwarzschild metric. Specifically, it notes that this new variable allows for negative radii values and multiple asymptotic regions beyond just two, introducing concepts of probability and imaginary spatial coordinates. Overall, the document explores how different mathematical variables can impact theoretical physics concepts like wormholes.
A Study to Assess the Effectiveness of Planned Teaching Programme on Knowledg...IJSRED
This document summarizes a study that assessed the effectiveness of a planned teaching program on mothers' knowledge of preventing acute respiratory infections in children under 5. 50 mothers were surveyed before and after the program. Before, 36% had moderate knowledge, 62% had inadequate knowledge, and 2% had adequate knowledge. After, 34% had moderate knowledge, 0% had inadequate knowledge, and 66% had adequate knowledge, showing the program improved mothers' knowledge. The study found no significant association between mothers' knowledge and factors like age, education, or family type.
This document describes a proposed ingenuous Trafalgar contrivition system to improve traffic flow and emergency vehicle access. The system uses embedded technologies like a Raspberry Pi, RF transmitter and receiver, and an Android app. When an emergency vehicle is detected approaching a traffic light, the system will open the lights on its path without disrupting other signals. The app will also help identify hit-and-run vehicles through a brief tracking period. The goal is to reduce traffic congestion and response times to save lives.
This document discusses a proposed system called the Farmer's Analytical Assistant, which aims to help farmers in India maximize crop yields through predictive analysis and recommendations. It analyzes agricultural data on factors like soil properties, rainfall, and past crop performance using machine learning techniques to predict optimal crops for different regions based on the environmental conditions. The proposed system would allow farmers to input local data, receive personalized yield predictions and crop suggestions, and get advice from experts online. The methodology section describes how climate/rainfall and soil data is collected and analyzed using machine learning models to provide crop recommendations. The goal is to improve upon traditional crop selection methods and help increase farmers' incomes.
Functions of Forensic Engineering Investigator in IndiaIJSRED
Forensic engineering involves applying engineering principles and methodologies to answer legal questions, especially regarding accidents and failures. A forensic engineer investigates failures through failure analysis and root cause analysis to determine how and why something failed. The engineer must be familiar with relevant codes and standards, understand eyewitness testimony, apply the scientific method to reconstruct events, and report findings clearly to assist courts. A forensic engineering investigation follows the scientific method to methodically analyze evidence and test hypotheses to determine the cause and circumstances of a failure or accident.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
ACEP Magazine edition 4th launched on 05.06.2024Rahul
This document provides information about the third edition of the magazine "Sthapatya" published by the Association of Civil Engineers (Practicing) Aurangabad. It includes messages from current and past presidents of ACEP, memories and photos from past ACEP events, information on life time achievement awards given by ACEP, and a technical article on concrete maintenance, repairs and strengthening. The document highlights activities of ACEP and provides a technical educational article for members.
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.
UNLOCKING HEALTHCARE 4.0: NAVIGATING CRITICAL SUCCESS FACTORS FOR EFFECTIVE I...amsjournal
The Fourth Industrial Revolution is transforming industries, including healthcare, by integrating digital,
physical, and biological technologies. This study examines the integration of 4.0 technologies into
healthcare, identifying success factors and challenges through interviews with 70 stakeholders from 33
countries. Healthcare is evolving significantly, with varied objectives across nations aiming to improve
population health. The study explores stakeholders' perceptions on critical success factors, identifying
challenges such as insufficiently trained personnel, organizational silos, and structural barriers to data
exchange. Facilitators for integration include cost reduction initiatives and interoperability policies.
Technologies like IoT, Big Data, AI, Machine Learning, and robotics enhance diagnostics, treatment
precision, and real-time monitoring, reducing errors and optimizing resource utilization. Automation
improves employee satisfaction and patient care, while Blockchain and telemedicine drive cost reductions.
Successful integration requires skilled professionals and supportive policies, promising efficient resource
use, lower error rates, and accelerated processes, leading to optimized global healthcare outcomes.
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.