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Nov 13, 2020
Machine Learning Solution for Extracting Information from Photographs

Introduction Oftentimes before we get to develop the Machine Learning Solution for Extracting Information, we need to test several approaches...

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Mar 4, 2020
Collecting POI from Cameras Using AI

Motivation why we choose points of interest (POI) Maps Services, like those in Google and Bing, usually provide us with...

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Sep 14, 2019
Classifying SpaCy’s ORG Named Entities with Statistical Text Analysis and Machine Learning

Introduction Recently, we were tagging a lot of texts with spaCy in order to extract organization names. We faced a problem: many...

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Sep 14, 2019
Searching for Related Organizations Addresses with Web-Search, spaCy, and RegExes

Problem Statement in Related Organizations Addresses with Web-Search, spaCy, and RegExes.  Recently, one of our clients has contacted us with...

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Nov 12, 2018
Active Learning on MNIST – Saving on Labeling

Active Learning is a semi-supervised technique that allows labeling less data by selecting the most important samples from the learning process (loss) standpoint. It can have a huge impact on the project cost in the case when the amount of data is large and the labeling rate is high. For example, object detection and NLP-NER problems.The article is based on the following code: Active Learning on MNIST (more…)

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Apr 20, 2018
AI Document Recognition Software for FinTech

Subject: Automated Document Classification, Document Capturing, Data Extraction, AI Document RecognitionBusiness Areas: Banking, FinTech, RetailData Science Areas: Computer Vision, Machine...

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Apr 19, 2018
Automated Document Classifier Solution For Banking

Subject: Automated Document Classification with Machine Learning, Data extraction, Document ClassificationData Science areas: Natural Language Processing, Computer vision, Optical Character...

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Apr 19, 2018
Ecommerce Price Prediction System

Subject: Price Prediction System, Prediction Accuracy Evaluation, Deep LearningData Science areas: Feature Analysis, Estimators, Machine LearningArchitectures: Linear Regression, Boosting Regressors,...

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