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chnage the look of an algorithm
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Python script for executing cli commands
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Project for Chris A.
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Project 15740520 has been deleted
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image processing in python
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Mentor for Google Summer of CodeApr 2018
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Google Summer of Code InternApr 2017 - Aug 2017 (4 months)
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Bachelor in Technology (Honours)2014 - 2018 (4 years)
Higher Secondary Schooling2012 - 2014 (2 years)
Consonant-Vowel Sequences as Subword Units for Code-Mixed Languages
We develop a state-of-art model for identifying sentiment in Hindi-English code-mixed language. We introduce new phonemic sub-word units for Hindi-English code-mixed text along with a hierarchical deep learning model which uses these sub-word units for predicting sentiment. The results indicate that the model yields a significant increase in accuracy as compared to other models.
Text Independent Writer Identification for Telugu Script using Directional Filter based Features
A new dataset of Telugu handwritten documents of 150 writers called the IIITS-THDB is created under this work for doing the experimental analysis and this dataset is made available publicly. Descriptive convolution based features are extracted from given handwritten text using directional filters. Feature reduction is performed to find the optimal linear subspace for the extracted features and identification is done using these reduced features.
Writer Identification in Indic Scripts: A Stroke Distribution Based Approach
A data driven approach for stroke alphabet creation is done as follows: strokes are extracted from the image, using a regression based method, extracted strokes are represented as fixed length vectors in a vector space, strokes are clustered in to stroke categories to create a stroke alphabet. An optimal number of clusters (categories) are automatically identified and a histogram is created that represents the writer's writing style.
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