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AI enabled Tic-Tac-Toe
AI enabled TIC-TAC-TOE
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Project information
Timeline : March 2023
Technologies Used : HTML, CSS and Javascript- This project encompasses the creation of an engaging Tic Tac Toe game implemented using HTML, CSS, and JavaScript. It offers an immersive gaming experience, complete with two distinct modes: single player and multiplayer.
- In the single-player mode, users face off against a computer opponent powered by an advanced AI algorithm. By employing the Minimax algorithm, the game strategically determines the computer's moves, ensuring a challenging and competitive gameplay experience.
- The multiplayer mode allows two players to engage in thrilling head-to-head matches. Each player takes turns strategically placing their marks on the game board, showcasing their wit and skill in a quest for victory.
- With a user-friendly interface and visually appealing design, the game offers an intuitive experience for players of all levels. The carefully crafted HTML and CSS elements provide an aesthetically pleasing presentation, enhancing the overall gameplay enjoyment.
- As players engage in both modes, they can track their progress through a built-in scoring system. The game records and displays the scores, enabling players to evaluate their strategies, compete with friends, and strive for higher rankings in this classic game of Tic Tac Toe.
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Picasso Art Bot
Picasso Art Bot
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Project information
Timeline : June 2022
Technologies Used : Python, C++, ROS, OpenCV.- A hardware implemented robot using Raspberry Pi microprocessor, motor driver and simple robot kit.
- Developed an interface using python, which will take images that are either stored locally or can be fetched using an external camera.
- This image now fed to a program that commands a turtlesim bot in a ROS simulation to trace the contour of the input image. The contour can also be tuned with adjustments made to the noise, reducing the complexity etc.
- Now for every closed loop in the contour, with the help of multi-threading a new turtlesim bot is generated and traces the contour.
- The tracing is simulated in the interface developed and once the image is traced by all the bots the program now commands the hardware implemented bot to sketch the contour on a piece of canvas.
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Advanced Photo Editor
Advanced Photo Editor
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Project information
Timeline : March 2023
Technologies Used : HTML, CSS and Javascript- This project implements an advanced photo album using JavaScript.
- The album showcases 24 images and adjusts its layout responsively based on the device width.
- Interactive buttons are provided to edit the images, including brightness adjustment, color channel modification, rotation, and orientation change.
- Real-time updates are applied to the selected image, reflecting the edits made by the user.
- Additionally, the project includes a feature to detect the dominant color of each image.
- The combination of interactivity, responsiveness, and image editing capabilities creates an engaging and customizable photo album experience.
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Covid-19 and Pneumonia detection using CNN
Covid-19 and Pneumonia detection using CNN
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Project information
Timeline : June 2022
Technologies Used : Keras, Python, PIL, Matplotlib, Pandas.- A Deep Learning model based on CNN that has the capablity to identify pneumonia and COVID-19 based on the X-ray images.
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The model is trianed based on Chest X-rays of patients to
identify the affected areas of lungs.
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COVID-19
- the model consists of 3 hidden layers, with "ReLu" as the activation function.
- The dataset for COVID-19 detection is from Kaggle which consists of nearly 2328 patient's records. Pneumonia
- This CNN model is consists of 5 hidden layers, with "ReLu" as the activation functions.
- The dataset for Pneumonia detection is also from Kaggle which consits of two classes : Pneumonia and Normal. There are almost 5863 records in the dataset.
- Finally using the Pneumonia model we have obtained an accuracy of 98.16% and for the COVID-19 model we have obtained an accuracy of 97.5%.
Check this on Github
Wordle Clone
Wordle Clone
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Project information
Timeline : March 2023
Technologies Used : HTML, CSS and Javascript- This project showcases the development of an exciting Wordle clone, meticulously crafted using HTML, CSS, and JavaScript. The game immerses players in an addictive word-guessing experience, featuring vibrant visuals and engaging gameplay.
- The Wordle clone presents players with a challenge to guess a hidden word within a limited number of attempts. Each guess is evaluated, and feedback is provided to guide players in their pursuit of the correct word. With an intuitive interface and smooth interaction, players can easily navigate and enjoy the game.
- Incorporating a wide range of words and an adjustable difficulty level, the game offers endless entertainment. Players can select from various difficulty settings to tailor the gameplay to their skill level, ensuring an appropriate level of challenge and enjoyment for every player.
- The visually appealing design, created using HTML and CSS, enhances the overall gaming experience. With carefully selected colors, intuitive typography, and polished animations, the game delivers an aesthetically pleasing environment that keeps players engaged and motivated.
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Sudoku Validator using Multi-Threading
Sudoku Validator using Multi-Threading
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Project information
Timeline : March 2023
Technologies Used : HTML, CSS and Javascript- This project showcases the development of an exciting Wordle clone, meticulously crafted using HTML, CSS, and JavaScript. The game immerses players in an addictive word-guessing experience, featuring vibrant visuals and engaging gameplay.
- The Wordle clone presents players with a challenge to guess a hidden word within a limited number of attempts. Each guess is evaluated, and feedback is provided to guide players in their pursuit of the correct word. With an intuitive interface and smooth interaction, players can easily navigate and enjoy the game.
- Incorporating a wide range of words and an adjustable difficulty level, the game offers endless entertainment. Players can select from various difficulty settings to tailor the gameplay to their skill level, ensuring an appropriate level of challenge and enjoyment for every player.
- The visually appealing design, created using HTML and CSS, enhances the overall gaming experience. With carefully selected colors, intuitive typography, and polished animations, the game delivers an aesthetically pleasing environment that keeps players engaged and motivated.
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Car Price Predictor
Car Price Predictor
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Project information
Timeline : June 2022
Technologies Used : Keras, Python, PIL, Matplotlib, Pandas.- Developed a Machine Learning project that uses the car dataset from kaggle, which has features such as car price, kilometers driven, number of owners, fuel type, dealer type etc.
- This project makes use of Random Forest Regressor for predicting the car price for a given set of featues.
- The inputs to the model is actually given from a webpage develop using HTML and Flask.
- Finally when the model is evaluated it acheived an accuracy of 93.4%
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Portfolio built using Bootstrap
Portfolio built using Bootstrap
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Project information
Timeline : March 2023
Technologies Used : HTML and Bootstrap- Portfolio page created using only Boostrstrap.
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SDN based Firewall
SDN based Firewall using ML
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Project information
Timeline : March 2023
Technologies Used : HTML and Bootstrap- Portfolio page created using only Boostrstrap.
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