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Zeenat's Projects

environment-sustainability-pollution-prognosis icon environment-sustainability-pollution-prognosis

Machine Learning model and Visualization created to show increase & decrease of air pollution & its causes at various parts of the world in past two decades that can be used as a basis to predict future if the activities continue to occur.

multiclass-neural-network icon multiclass-neural-network

multiclass neural network, trained on MNIST data, to evaluate various neural configurations for performance

template-matching icon template-matching

Created algorithm in C to detect and highlight best image match with template (2 px accuracy) using pixelwise brute force. The algorithm is optimized by 16x to take less than 5 seconds per image-template pair on i7 processor by down-sampling.

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