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Satinder Singh's Projects

albumentations icon albumentations

fast image augmentation library and easy to use wrapper around other libraries

color_identification_using_processing icon color_identification_using_processing

i have made an color identification system using image processing in processing software and connecting this software with arduino serially to do physical tasks

deepway icon deepway

This project is an aid to the blind. Till date there has been no technological advancement in the way the blind navigate. So I have used deep learning particularly convolutional neural networks so that they can navigate through the streets.

maze-solving-using-a-star-algorithm icon maze-solving-using-a-star-algorithm

In this repository, I have made a maze solving system. The system takes in input of an maze using a camera. This Image is converted into a grid. It lets you find the shortest path between any two points

micrograd icon micrograd

A tiny autograd engine and a neural net library on top of it, potentially for educational purposes

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