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The goal of this project is to classify text sentences, based on the following type: * Statement (Declarative Sentence) * Question (Interrogative Sentence) * Exclamation (Exclamatory Sentence) * Command (Imperative Sentence). The program encodes the test text into numeric data which is then...

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Sensifai offers action and activity recognition in videos. For example, our basic software recognizes hundreds of activities such as fighting, dancing, playing football, drinking, smoking. In sagemaker platform, you can easily fine-tune this software to recognize new activities and actions by...

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7Park Data drug NER allows you to identify and surface (scientific) drug names in unstructured text data such as patient records, customer orders, news and reports, and more. Use this solution for competitive intelligence, for better customer service, more targeted prospecting and to make more...

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Document Classifier is a Natural Language Processing based text classification model which analyzes the document text to identify the document type. It ingests documents in pdf format and gives the document type as a text string. Supported Document Types are: 1. Commercial Invoices 2. Broker...

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Gradient Boosting Machine (for Regression and Classification) is a forward learning ensemble method. The guiding heuristic is that good predictive results can be obtained through increasingly refined approximations. H2O’s GBM sequentially builds regression trees on all the features of the dataset...

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k-Nearest Neighbors (kNN) classification is a non-parametric classification algorithm. The model of the kNN classifier is based on feature vectors and class labels from the training data set. This classifier induces the class of the query vector from the labels of the feature vectors in the...

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Deepgram Brain Speech Recognition provides high accuracy, scalable speech recognition built to deliver actionable insights from voice data in realtime. With deep learning speech models optimally trained to understand your recorded audio, Deepgram run on Amazon’s cloud is the one-stop-shop for...

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AutoML-Matrix is a proprietary self-learning Neural Network algorithm which can automatically build state-of-the-art classification models for data presented in a matrix (or tabular) form. Given a dataset, this algorithm determines the architecture of the Neural Net and then computes its parameters...

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In this algorithm we'll be applying deep learning techniques to the task of sentiment analysis. Sentiment analysis can be thought of as the exercise of taking a sentence, paragraph, document, or any piece of natural language, and determining whether that text's emotional tone is positive or...

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With Deep Vision visual search APIs, you find visually similar products in your collection of images in real time, to enhance product search and organize your media automatically. Leading e-commerce, brands and media companies, utilize visual search to translate consumer desire into purchase by...

Model Package - Fulfilled on Amazon SageMaker