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Hi 👋, I'm Arnab

A passionate Machine Learning Engineer from India

arnabkumarroy02

Connect with me:

arnabkumarroy13   arnab-kumar-roy   arnabkumarroy02   @arnabroy02   arnabroy770/profile

Languages and Tools:

c   cplusplus   firebase   flask   javascript   opencv   pandas   python   pytorch   scikit_learn   seaborn   swift   tensorflow


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arnabkumarroy02

Arnab Kumar Roy's Projects

progress-clock icon progress-clock

This project is a Progress Clock made with HTML, CSS and JavaScript. It checks for hardware time and sync the clock based on that.

screen-brightness-control icon screen-brightness-control

This project is a Screen Brightness Controller made using Python GUI. This project is an application of the Hand Tracking Module and uses the opencv-python and mediapipe libraries. It measures the distance between the thumb and index finger for changing the volume of the device.

semantic-segmentation-sdc icon semantic-segmentation-sdc

This project is a Semantic Segmentation for Self Driving Cars made using Python. This project uses U-Net to segment the different regions of the image.

snake-game-pytorch icon snake-game-pytorch

This project is a Snake Game made using Python. This uses Deep Q-Learning to train the model that helps the snake to navigate in the space in order to collect maximum fruits and avoid any collision.

stable-diffusion-app icon stable-diffusion-app

This project is a Text to Image converter made using Python. This uses the HuggingFace API for text to image conversion. This uses transformers for creating images from text.

style-transfer icon style-transfer

This project is a Style Transfer Model made using Python. This uses deep learning to compose one image in the style of another image

virtualpainting icon virtualpainting

This project is a Virtual Painting GUI App made using Python. Uses opencv-python, mediapipe libraries to detect hand in the frame and helps in drawing in the background. Uses two fingers to select an item in the frame and one finger to draw.

volume-gesture-control icon volume-gesture-control

This project is a Volume Gesture Controller made using Python. This project uses opencv-python, mediapipe libraries to check for the distance between the thumb and index finger. The variance in distance changes the volume accordingly. This is an application of the Hand Tracking Module.

weather-app icon weather-app

This project is a simple weather app made using Python. Uses the openeathermap API to find the weather to the given location entered by the user

xcode-calculator icon xcode-calculator

This project is a Calculator made using Swift. This project is made in XCode IDE usually used for iOS development. Added decimal precision for calculation.

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