2. Instructions
Reference slide– Remove before submission
1. Use the given template for your idea submission.
1. Follow file naming format: Team name_Idea Name.pptx
3. Ensure the spell check is done before submitting
4. Use standard Arial font, alignment and relevant images (as required)
3. Team details
SWATHY B
All fields are mandatory
Photo
JAYAPRIYA R
TARUNIKA K S
TEAM NAME:
College: Bannari Amman Institute of Technology
Stream: Computer Science And Engineering
Year of graduation: 2025
College: Bannari Amman Institute of Technology
Stream: Computer Science And Engineering
Year of graduation: 2025
College: Bannari Amman Institute of Technology
Stream: Computer Science And Engineering
Year of graduation: 2025
4. Theme
Please highlight one from the below:(Choose one
and highlight it)
Innovate for Business
Innovate for Society
Innovate for a Sustainable
World
Innovate For Business
Develop innovative business solutions,
offering or a business model that
disrupts the competition in the given
industry space
Innovate For Society
Apply technology in innovative ways to
help improve the way we work and live,
and create value for our society
Innovate for a Sustainable World
Develop innovative business to tackle
some of the world’s greatest
‘environmental challenges’
5. problem statement (200 words)
The detection of suspicious human activity in surveillance footage is a current field of study for
image processing and computer vision. In order to stop terrorism, theft, accidents and illegal
parking, vandalism, fighting, chain snatching, crime and other suspicious activities, human
activities can be observed through visual surveillance in sensitive and public areas like bus,
train, airport, banks, shopping malls, schools, and colleges.
Since it is exceedingly challenging to constantly monitor public spaces, it is necessary to
install sophisticated video surveillance that can track people's movements in real-time, classify
them as routine or exceptional, and provide alerts An important aspect of the Video
surveillance is to analyze the unusual or abnormal activity of humans in security-sensitive
regions of our country such as banks, hospitals, Military bases etc.
6. Proposed solution / your big Idea (200 words)
Describe TECHNOLOGY USED : Example - Natural Language Processing, Machine Learning, any other…
AI based intelligent surveillance camera is a device used for identifying abnormal activities of humans in public
places to prevent theft, fighting, chain snatching etc.
In this project we have used the libraries such as OpenCV, Tensor Flow and keras used for the implementation of the
real-time anomaly detection system using CNN Algorithm.
In public places humans perform both usual(normal) and abnormal activities. Abnormal activity may harm others. To
prevent this an intelligent surveillance camera is used to identify the unusual and most suspicious activity of the
human and to prevent such type of human activities.
The project uses a web camera to capture the image of the abnormal person and make it useful for identifying the
victim. The major advantage of this device is that with the help of the SMS sent to the owner so that the person can
be identified easily and it also reduces the human need.
7. CNN is deep learning neural network in python. Convolutional neural network is
useful for spatial data analysis, image recognition, computer vision, natural
language processing, signal processing and for different purposes.
CNN have neurons arranged in three dimensions. CNN takes as set of input and
passing it one to one or more to generate output.
CNN is more powerful compared to other feedback forward network for image
recognition, so they don’t require much human intervention and parameters as
some other network like MLP. It operates by extracting features from video.
It is critical to study that ANNs, Artificial neural network, comprised of multiple
neuron network are capable of extracting features from an images. Here,
convolution and pooling layer comes into play. Convolution and pooling are
incapable of classification so we use CNN.
8. How does your innovation create 360° value? (200 words)
Learn more about how we deliver 360° value
https://www.accenture.com/in-en
Through the visual surveillance, human activities can be monitored in sensitive
and public areas such as bus stations, railway stations, airports, banks,
shopping malls, school and colleges, parking lots, roads, etc. to prevent
terrorism, theft, accidents and illegal parking, vandalism, fighting, chain
snatching, crime
9. How is your solution different/unique from other solutions in market
(150 words)
• PATENT FILED: Yes
Do you have a working model/prototype: No
If not, will you be able to show working prototype during finale. No
