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Umang Mehta's Projects

image-orientation-classifier icon image-orientation-classifier

Identifying Image Orientation using Supervised Machine Learning Models of k-Nearest Neighbors, Adaboost and Multi-Layer Feed-Forward Neural Network trained using Back-Propagation Learning Algorithm

nesh-test icon nesh-test

A demo project for my recruitment process at Hello Nesh Inc.

part-of-speech-and-ocr icon part-of-speech-and-ocr

Parts of Speech Tagging and Optical Character Recognition using Naive Bayes and Hidden Markov Model(HMM) with Forward-Backward Variable Elimination Algorithm and Viterbi Algorithm

pichu icon pichu

Simplified version of Chess to recommend next move for the input board using Minimax Game Search Algorithm with Alpha-Beta Pruning

tf-text-classifier icon tf-text-classifier

Proof of concept for Text Classification and related NLP Techniques in TensorFlow 2.0

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