Engineering Students - Idea Submission Template.pptx
- 1. Innovate to create 360° value Accenture Innovation Challenge Let there be change
- 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
- 10. Elevator pitch video (1 minute) Share the public link
- 11. Thank you!