Accenture Global Solutions Limited

Xiwen Sun

Koushik M Vijayaraghavan

Aditi Kulkarni

Luke Higgins

Rajendra Tanniru Prasad

Rajendra Prasad Tanniru

Jayashri Sridevi

Niju Prabha

Srikanth Prasad

Gayathri Pallail

Pankaj Jetley

Yuqing Xi

Charles Grenet

Easwer Chinnadurai

Liang Han

Riley Green

Jean-Francois Depoitre

Man Lok Ching

Jérémy Aeck

Jiayi Chen

Xiaolei Liu

Isabella Phoebe Groenewegen Moore

Reuben Lema

A device may obtain first data relating to a machine learning model. The device may pre-process the first data to alter the first data to generate second data. The device may process the second data to select a set of features from the second data. The device may analyze the set of features to evaluate a plurality of types of machine learning models with respect to the set of features. The device may select a particular type of machine learning model for the set of features based on analyzing the set of features to evaluate the plurality of types of machine learning models. The device may tune a set of parameters of the particular type of machine learning model to train the machine learning model. The device may receive third data for prediction. The device may provide a prediction using the particular type of machine learning model.

Automated data processing and machine learning model generation

A device may receive image data that includes an image of a document and lexicon data identifying a lexicon, and may perform an extraction technique on the image data to identify at least one field in the document. The device may utilize form segmentation to automatically generate label data identifying labels for the image data, and may process the image data, the label data, and data identifying the at least one field, with a first model, to identify visual features. The device may process the image data and the visual features, with a second model, to identify sequences of characters, and may process the image data and the sequences of characters, with a third model, to identify strings of characters. The device may compare the lexicon data and the strings of characters to generate verified strings of characters that may be utilized to generate a digitized document.

Utilizing machine learning models, position based extraction, and automated data labeling to process image-based documents

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McKinnon, Australia

Xiwen Sun