This solution intelligently links & combines records from two related data sources into a single master record. The module acts as a crucial component in Master Data Management. It assigns a common ID to records belonging to the same entity/duplicates. The probabilistic linkage algorithm provides...
Model Package - Fulfilled on Amazon SageMaker
This is an Image Classification model from [TensorFlow Hub](https://tfhub.dev/google/efficientnet/b5/classification/1). It takes an image as input and classifies the image to one of the multiple classes. The model available for deployment is pre-trained on ImageNet which comprises images of...
Model Package - Fulfilled on Amazon SageMaker
Natural Language Question Generator can be used to generate questions from free text content in scenarios such as educational content, conversational systems like chatbots, virtual assistants, FAQ creation etc. This solution leverages attention based models to generate appropriate questions from...
Model Package - Fulfilled on Amazon SageMaker
Auditor name extraction from financial statements is an NLP based data extraction model for information retrieval. The solution uses NLP parsers combined with clustering and classification methodology to extract Auditor’s name. The solution applies NLP to extract word agnostic patterns from...
Model Package - Fulfilled on Amazon SageMaker
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Helmet & Vest Detector for Worker Safety - is a real-time image recognition and classification model for PPE non-compliance detection in the industrial setting. The ML model can be used in manufacturing, construction, steel, oil & gas, and other industrial environments. It detects the absence of...
Model Package - Fulfilled on Amazon SageMaker
Systems can search through similar content through vector similarity computations. This solution uses Generative AI to help customize the LLM model that embeds the vector to understand the nature of questions and domain semantics. Alignment of embeddings using custom finetuned LLMs helps improve...
Algorithm - Fulfilled on Amazon SageMaker
This solution takes an annual report in a digital pdf format as input, and returns the page numbers of the document that correspond to each of the following categories: Cash Flow, Profit and Loss, and Balance Sheet. The solution utilizes computer vision techniques to identify the pages with tables,...
Model Package - Fulfilled on Amazon SageMaker
This is a Sentence Pair Classification model built upon a Text Embedding model from [PyTorch Hub](https://pytorch.org/hub/huggingface_pytorch-transformers/). It takes a pair of sentences as input and classifies the input pair to 'entailment' or 'no-entailment'. The class label entailment implies...
Model Package - Fulfilled on Amazon SageMaker
This Pandemic Propensity Model determines the probability that a US adult is Comfortable Shopping in Stores. Lift over Random 1.16 This Pandemic Propensity model is one of a series of consumer classification models based on data from over 31,000 US adults surveyed between April to July 2020 from...
Model Package - Fulfilled on Amazon SageMaker
This solution classifies tweets mentioning airline travel into positive, neutral and negative sentiments. It uses text analysis, natural language processing, machine learning techniques to predict sentiment classes for tweets. It automates the manual effort to analyze airline travel related tweets...
Model Package - Fulfilled on Amazon SageMaker
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