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Om Rajpurkar's Projects

alert-generation-on-detection-of-suspicious-activity-using-transfer-learning icon alert-generation-on-detection-of-suspicious-activity-using-transfer-learning

ADAG (Activity Detector and Alert Generator) aims to take real-time videos from CCTV as an input and pass it to the CNN model created with the help of transfer learning and detect โ€˜Shopliftingโ€™, โ€˜Robberyโ€™ or โ€™Break-Inโ€™ in the store and notify it to the owners as soon as it occurs. Finally the main motive is to provide a system that detects suspicious activities without human intervention and generates alert, thus making a huge revolution in todayโ€™s surveillance system.

document-scanner icon document-scanner

The proposed system is a scanner ๐Ÿ–จ which can detect document edges and intelligently crop the document from its background. It then uses perspective transformation to improve the document view. The document scanner uses canny edge detector and warp perspective. This application is created using Python and OpenCV.

drum-kit icon drum-kit

This Sample Webpage creates different drum sounds in response to mouse or button clicks.

existence icon existence

Build and submit an app-based solution that helps identify pockets of your identity online. Online identity can be in the form of any of your Personally Identifiable Information (PII, examples of which are โ€“ name, email address, phone number, Aadhar number, photos and picture etc. App must be able to crawl to cover critical social media platformโ€ฆ

face-detection-using-opencv icon face-detection-using-opencv

Face Detection ๐Ÿ™๐Ÿปโ€โ™‚๏ธ๐Ÿ™Ž๐Ÿปโ€โ™€๏ธ๐Ÿ‘จโ€๐Ÿ‘ฉโ€๐Ÿ‘ฆโ€๐Ÿ‘ฆ using OpenCV is a demo project that I created as I was learning OpenCV. It is able to detect faces and draw a bounding box around the faces. It uses a pre-trained model 'haarcascade_frontalface_default.xml' from OpenCV.

flower-recognition-using-coreml icon flower-recognition-using-coreml

The iOS app aims to propose a system with Machine Learning (CoreML) to detect a particular flower๐ŸŒน๐ŸŒผ๐ŸŒบ๐ŸŒธ๐ŸŒทfrom a photograph and give a brief information about it from Wikipedia. You also have the option of getting offline information about flower categorised according to different regions ๐Ÿœ๐Ÿ๐Ÿ”. You can also add the unrecognised flowers to the timeline.

food-ordering-system icon food-ordering-system

๐Ÿ”๐Ÿฑ๐Ÿค๐Ÿ•๐Ÿ—FOODIE will eliminate the need to pick up your phone to call for some grub! Whether youโ€™re craving some Indian, Italian or Chinese, FOODIE has a varied range of restaurants to choose from. The most important part is that the payment, can be settled online, meaning you need to just focus on enjoying your feast!

healthcare-chatbot icon healthcare-chatbot

Healthcare is essential in daily life. Unfortunately, consultation with a doctor can be difficult to obtain, especially if we need advice on non-life threatening problems. The proposed idea is to create a system with Dialog Flow that can meet the patients requirements. Healthcare chatbot is built with medical applications having the potential to reduce healthcare cost and improves accessibility to medical knowledge by a simple chat through method. Chatbots are useful for patients and for those who want to learn more about health. The real benefit of the chatbot is to provide advice and information for an healthy life. A text-to-text diagnosis engages patients in conversation about their medical issues and provides a personalized diagnosis based on their symptoms and also sets appointment for the user. Hence, people will have an idea about their health and have the right protection and prevention.

magic-8-ball icon magic-8-ball

You have question that are difficult to answer? Like Should I learn Android Development or iOS Development? Should I watch Stranger Things or Game of Thrones? etcโ€ฆ Give this app an opportunity to answer those questions for you?

number-plate-detection-using-opencv icon number-plate-detection-using-opencv

Number Plate Detection ๐Ÿš— using OpenCV is able to detect number plates of cars using the webcam. It uses a pre-trained model 'haarcascade_russian_plate_number.xml' from OpenCV.

oms-dicee icon oms-dicee

With this app in your pocket, you no longer have need for physical dices ๐ŸŽฒ to play single-player or 2-player games like snake and ladder ๐Ÿ๐Ÿชœ, Ludo etc.

shape-detection-using-opencv icon shape-detection-using-opencv

Shape Detection using OpenCV is a demo project that I created as I was learning OpenCV. It is able to detect 4 shapes that include Triangle, Square, Rectangle and Circle.

simon-game icon simon-game

The Webpage creates a series of tones and lights and requires a user to repeat the sequence. If the user succeeds, the series becomes progressively longer and more complex. Once the user fails, the game is over.

todo-list icon todo-list

๐Ÿ“ When it comes to finishing tasks on time, remembering what you need to do & keeping a track of things that are already done, the Todo-List app is a must! You will find it really helpful, especially when you have due dates and deadlines.

vending-machine-in-java icon vending-machine-in-java

Consider a customer visiting a Vending Machine to buy some products. You can define your own products and their prices along with the denominations available to pay(for example, 50 rupee notes, 25 rupee notes, etc.). Calculate the total expense and input the amount that the customer pays. Design a vending machine which displays the change and optimal number of notes/coins to be paid as change.

virtual-paint icon virtual-paint

Virtual Paint is created using OpenCV. This application uses your webcam to paint on the video screen. The code supports 3 different colors to paint, which are Red๐Ÿ”ด, Green๐ŸŸข and Blue๐Ÿ”ต. You can also add more colors.

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