Implementation Of A Smart IoT Based Surveillance Camera

The implementation of a smart IoT-based surveillance camera system represents a cutting-edge integration of advanced technology into security infrastructure. By leveraging Internet of Things (IoT) capabilities, this system intelligently monitors and captures real-time video feeds, enabling remote surveillance and management. Key features include AI-powered analytics for anomaly detection, cloud-based storage for seamless access and scalability, and mobile app integration for on-the-go monitoring. This innovative solution enhances security by providing proactive threat detection, streamlined data management, and user-friendly remote access, making it an indispensable asset for modern security strategies.

ABSTRACT

This work is on a smart IoT based surveillance camera using ATmega328. In recent times, we used surveillance cameras for monitoring and recording moments, but manual surveillance and real-time monitoring is one of the most important and challenging branches of computer vision, which has been widely applied in peoples’ life, such as monitoring security. The presence of surveillance cameras and a warning sign indicating that the area is under monitoring can serve as a significant deterrent to criminals and thieves, as the recorded footage can be used to identify people and trace their activities. It can be more advanced with Wi-Fi, which is a local area network running in a local environment or in a distributed setting. Wi-Fi network protocol is one of the leading communication technologies used in the IoT world which supports low transmit power along with low cost. ATmega328 is the second generation of Express if corporation IoT solution and it includes Wi Fi. ATmega328 reduces high network traffic and computing load. This system facilitates the user to receive notifications whenever the intrusion is detected with the help of sensors connected with the surveillance cameras.

TABLE OF CONTENT

COVER PAGE
TITLE PAGE
APPROVAL PAGE
DEDICATION
ACKNOWLEDGEMENT
ABSTRACT

CHAPTER ONE
INTRODUCTION
1.1 BACKGROUND OF THE PROJECT
1.2 PROBLEM STATEMENT
1.3 AIM/OBJECTIVE OF THE PROJECT
1.4 SIGNIFICANCE OF THE STUDY
1.5 SCOPE OF THE STUDY
1.6 BENEFIT OF THE STUDY
1.7 APPLICATION OF THE STUDY
1.8 LIMITATION OF THE STUDY
1.9 PROJECT ORGANISATION

CHAPTER TWO
LITERATURE REVIEW
2.1 OVERVIEW OF SURVEILLANCE
2.2 TYPES OF SURVEILLANCE
2.3 OVERVIEW OF WIRELESS SECURITY CAMERAS
2.4 TYPES OF WIRELESS SECURITY CAMERAS
2.5 RELATED WORK

CHAPTER THREE
METHODOLOGY
3.1 PROPOSED SYSTEM
3.2 SYSTEM BLOCK DIAGRAM
3.3 DESCRIPTION OF SYSTEM HARDWARE
3.4 SYSTEM CIRCUIT DIAGRAM
3.5 SOFTWARE DETAILS

CHAPTER FOUR
TEST AND RESULT ANALYSIS
4.1 TEST
4.2 RESULT
4.3 PROTOTYPE
4.4 CONTRIBUTION OF THE PROJECT

CHAPTER FIVE
5.1 CONCLUSION
5.2 RECOMMENDATION AND FUTURE SCOPE
REFERENCES

CHAPTER ONE

INTRODUCTION
1.1 BACKGROUND OF THE STUDY
Security of lives and property is of paramount concern to individuals around the globe. Smart security systems are used by individual and corporate organization to ensure protection of lives and properties. However, and constant surveillance is necessary to deter vandalism or buglery during non-working hours [1].
An embedded system is a special-purpose computer system that is designed to execute one or a few specific functions, often under time limitations. It’s frequently found as part of a larger gadget that includes both hardware and mechanical components. A general-purpose computer, such as a personal computer, on the other hand, can do a wide range of functions depending on the programming. Embedded systems have become increasingly significant in today’s world, as they manage many of the items we use on a daily basis.
An embedded system is a set of computer hardware and software that is either fixed in capabilities or programmable and is built for a certain type of application device. Embedded systems can be found in a variety of places, including industrial machines, automobiles, medical equipment, cameras, household appliances, aeroplanes, vending machines, and toys (in addition to the more visible cellular phone and PDA). A programming interface is provided for programmable embedded systems, and embedded systems programming is a specialist vocation. Embedded Java and Windows XP Embedded, for example, are operating systems and language platforms specifically designed for the embedded market.
The security paradigm has shifted from “investigation of occurrences” to “prevention of potentially catastrophic incidents” as a result of recent global events. Existing digital video surveillance systems simply provide the technology for capturing, storing, and distributing video, leaving danger detection to human operators alone. Surveillance video monitoring by humans is a time-consuming task. It’s widely acknowledged that monitoring video feeds necessitates a higher level of visual focus than most other tasks [2]. Specifically, vigilance, or the ability to pay attention and react to unusual events, is exceedingly difficult and prone to inaccuracy due to attention lapses.

Smart surveillance system is to enhance the camera based security systems, which presently exist in different places. The Project Security System by using Camera is designed using wireless technology. The use of a surveillance system for image detection is becoming more important. An embedded surveillance system is frequently used in the home, office or factory for image processing of the surveillance system and also for traffic monitoring but this configuration requires a high performance core, which works against some advantages of embedded systems, such as low power consumption and low cost. Some designs propose the use of different sensors to track the sequence of the human body movement. Other researchers construct an external signal to trigger the embedded surveillance system by means of a PIR sensor, which is triggered when an intruder enters the monitoring area.
Thus, modern surveillance systems are becoming prominent choices for monitoring access to activities and access to property. This increase is as a result of the conversely decreasing in cost of computation processing power with processing capacity in a derivative of the Mohr’s law. Furthermore, technological advances have been made on sensors and electronic devices to make sub video-recording accessible to majority of the population with little technical knowledge required [4]. In this project, we design and implement a smart surveillance system that records using camera sensors and broadcasts it over a network such that it is retrievable from any location provided wireless network access is available. Also, we develop an alarm system to notify with emails in the event of an intrusion.

1.2 PROBLEM STATEMENT
Home surveillance is a major concern in this day and age as with the rapid increase in the technology around us there is a need to get updated with it. There are many cases in which home monitoring is needed and we set out to discover a solution to the problem that we researched. For example, kids often play and not aware of the dangers around them. There is a chance of approaching dangerous places like electric switches, stairs, and hot things. It is not only a danger for kids but also for pets, and also there will be chances for theft activities. There will be a loss of valuable items and documents in case of any theft activities. Pets also will eat unhealthy foods like plastic or rubber, which will make them sick. All these problems can be solved by home monitoring system. A smart home surveillance system simply involve monitoring, record and store or else record and stream it to a remote server using IoT.

1.3 Aim and objectives of the study
The main aim of the study is to build a Smart Surveillance Camera Using ATmega328. The objectives of the work are:
i. To develop the safety monitoring system to keep an eye on our environment.
ii. To detect the unusual movement. The users must be able to watch the surveillance through user-interface (application, web-interface).
iii. To protect lives and properties.
iv. To detect crime and provide evidential material for court proceedings.
v. To assist the Local Authority in its enforcement and regulatory

1.4 Significance of the study
This study will serve as a means of securing lives and properties. With this system the user will just sit and watch about what is happening in your home. There are cases when older people are alone in the house and need surveillance just like kids. However, there is a need for interactive surveillance for all these scenarios and there is none product available in the market, which perfectly fits into this description.
The study will enlighten student involved as well as the reader of the article on the need of having constant security or environmental monitoring system.
To the government authority and law enforcement agency, this study will serve as means of providing evident in time of crime or argument.

1.5 Scope of the study
The scope of this study covers the building of a smart surveillance camera using esp32-cam and python-flask. Our approach to the problem is quite simple as it lets the user monitor their homes 24/7 from a remote location and in case of unusual activities; the user is alerted through the web interface. Then the user can monitor all events from the web camera. The system was developed using Arduino as the main micro-controller and a PIR sensor, which detects the movement in the house. An ATmega328 Camera module is installed, which can show the user what is going on in the house as soon as any movement is detected. A buzzer is also installed, which can be activated by the user to scare off any intruders or pets if there are any unwanted activities taking place.

1.6 BENEFIT OF THE STUDY
Crime Prevention and Detection: The primary use of a smart surveillance camera is warning and deterring burglars, thieves and other criminals in electrical laboratory.
Record Valuable Moments: The beautiful moments of life won’t be missed out or blurred over time, smart surveillance cameras can always witness and record something unbelievable, memorable.
Business Use: Monitoring of business environment requires the system of smart surveillance cameras to take care of your properties or improve employees’ productivity.

1.7 APPLICATION OF THE STUDY
This device is used to monitor and secure places like:
i. Homes
ii. Offices
iii. Business environment
iv. Worship centres,
v. To monitor airports,
vi. railway stations,
vii. bus stations,
viii. hotels,
ix. shopping malls and
x. all the other public places that need monitoring and protection.

1.8 LIMITATION OF THE STUDY
Setting up a surveillance camera in your properties may cost huge amount of money. It also needs to have a 24hrs power supply system, which means the installation of the system becomes a problem for areas or countries where power supply is a challenge.

1.9 PROJECT ORGANISATION
The work is organized as follows: chapter one discuses the introductory part of the work, chapter two presents the literature review of the study, chapter three describes the methods applied, chapter four discusses the results of the work, chapter five summarizes the research outcomes and the recommendations.

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MORE DESCRIPTION:

Implementing a smart IoT-based surveillance camera involves combining various technologies and components to create a robust system capable of capturing, transmitting, analyzing, and storing video data. In this comprehensive guide, we’ll explore the key components and steps involved in implementing such a system.
1. Hardware Components:
a. Camera Module:

Select a high-resolution camera module capable of capturing clear images and videos. Options include:

Raspberry Pi Camera Module
Arduino-compatible cameras
USB webcams with HD or higher resolutions

b. Microcontroller/Single Board Computer (SBC):

Choose an SBC or microcontroller to control the camera module, process data, and manage communication with the IoT platform. Popular options include:

Raspberry Pi
Arduino
BeagleBone

c. Connectivity:

Ensure the device has connectivity options for transmitting data to the cloud or a local server. Common connectivity options include:

Wi-Fi
Ethernet
Cellular (3G/4G/5G)
LoRaWAN (for remote locations)

d. Power Supply:

Provide a reliable power source for continuous operation. This could be through:

Mains power
Battery power
Solar power (for outdoor installations)

e. Enclosure:

Protect the hardware components from environmental factors like weather, dust, and vandalism by using a suitable enclosure.
2. Software Components:
a. Operating System:

Install an appropriate operating system on the SBC, such as:

Raspbian for Raspberry Pi
Linux distributions for other SBCs
Arduino firmware for microcontrollers

b. IoT Platform:

Choose an IoT platform to manage device connectivity, data storage, and application development. Popular platforms include:

AWS IoT
Google Cloud IoT
Microsoft Azure IoT
IBM Watson IoT

c. Application Software:

Develop or configure software to perform tasks such as:

Capturing and processing video streams
Detecting motion or specific objects using computer vision algorithms
Encoding and compressing video data for efficient transmission
Uploading data to the cloud or local server

d. User Interface:

Create a user interface for monitoring and controlling the surveillance camera system. This could be a web-based dashboard or a mobile application.
3. Implementation Steps:
a. Hardware Setup:

Connect the camera module to the SBC or microcontroller.
Power up the device and ensure all components are functioning properly.
Install the device in the desired location, considering factors like field of view and accessibility.

b. Software Configuration:

Install the necessary software components on the SBC or microcontroller.
Configure the IoT platform to recognize and communicate with the surveillance camera device.
Develop or configure the application software to perform required tasks, such as motion detection and video streaming.

c. Connectivity Setup:

Connect the device to the internet using the chosen connectivity option (Wi-Fi, Ethernet, etc.).
Configure network settings and ensure proper communication with the IoT platform or local server.

d. Testing and Deployment:

Test the surveillance camera system in different scenarios to ensure proper functionality.
Fine-tune settings such as motion detection sensitivity and video quality.
Deploy the system in the target environment, monitoring its performance and making adjustments as necessary.

4. Advanced Features:
a. AI-based Object Recognition:

Integrate artificial intelligence (AI) algorithms to recognize specific objects or people in the video stream, enabling advanced security features.
b. Cloud Storage and Analytics:

Utilize cloud-based storage and analytics services to store and analyze video data, enabling features like trend analysis and anomaly detection.
c. Mobile Alerts and Notifications:

Configure the system to send alerts and notifications to users’ mobile devices in case of security breaches or unusual activity.
d. Integration with Other Systems:

Integrate the surveillance camera system with other IoT devices or security systems for enhanced functionality and automation.
5. Security Considerations:
a. Data Encryption:

Encrypt video data during transmission and storage to prevent unauthorized access.
b. Access Control:

Implement robust access control measures to restrict access to the surveillance camera system and its data.
c. Firmware Updates:

Regularly update firmware and software to patch security vulnerabilities and ensure the system remains secure over time.
d. Physical Security:

Protect the hardware components from physical tampering and unauthorized access.
6. Maintenance and Monitoring:
a. Regular Maintenance:

Perform routine maintenance tasks such as cleaning camera lenses and checking hardware components for signs of wear.
b. Monitoring:

Monitor the surveillance camera system’s performance and data usage, addressing any issues that arise promptly.
c. Scalability:

Design the system with scalability in mind, allowing for easy expansion to accommodate additional cameras or features as needed.
Conclusion:

Implementing a smart IoT-based surveillance camera involves integrating hardware and software components to create a reliable and secure system for monitoring and securing premises. By following the steps outlined in this guide and considering advanced features and security considerations, you can develop a surveillance camera system tailored to your specific needs and requirements