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The decision forest classification algorithm is based on an ensemble of tree-structured classifiers built using the general technique of bootstrap aggregation (bagging) and random choice of features. Decision tree is a binary tree graph. Its internal (split) nodes represent a decision function used...

Algorithm - Fulfilled on Amazon SageMaker


This algorithm produces similarity scores for a document or a line of text compared to documents in a corpus. The algorithm includes a tf-idf text featurizer to create n-gram features describing the text. It then uses the library scipy.spatial.distance to compute the cosine distance between the new...

Algorithm - Fulfilled on Amazon SageMaker


This is a demo product from Amazon that showcases the Marketplace experience. It was created using this sample notebook https://github.com/awslabs/amazon-sagemaker-examples/blob/master/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.ipynb. Decision Trees (DTs) are a...

Algorithm - Fulfilled on Amazon SageMaker


BigDL is a distributed deep learning library created specifically to train and use deep learning models in Apache Spark; No additional hardware is required. You write and run deep learning applications as standard Spark programs.

Algorithm - Fulfilled on Amazon SageMaker

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Go beyond traditional vehicle recognition systems with Deep Vision APIs. We detect cars and recognize the year, make, model, and the angle of vehicles. Leading e-commerce and media brands utilize Deep Vision APIs to enhance product search and organize large collections of data. Advertisers and...

Model Package - Fulfilled on Amazon SageMaker


This is a demo product from Amazon that showcases the Marketplace experience. It was created using this sample notebook https://github.com/awslabs/amazon-sagemaker-examples/blob/master/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.ipynb. Decision Trees (DTs) are a...

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This model finds the vehicles and license plates; reports general vehicle attributes, for example, vehicle type (car/van/bus/track) and color; reports a string per recognized license plate.

Model Package - Fulfilled on Amazon SageMaker


Using the dataset compiled by Hadi Fanaee-T from the University of Porto. The model uses the dataset to help predict the number of rentals for the day based on weather and holiday statistics.

Model Package - Fulfilled on Amazon SageMaker


Given a content image and a style image, the Neural Style Transfer will transform the content image painted with the style image. This can be used in artwork applications such as logo/icon creation or fabric design generation.

Model Package - Fulfilled on Amazon SageMaker

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Sensifai offers automatic face recognition and identification. For example, our basic software recognizes thousands of celebrities in videos. In Sagemaker platform, you can easily fine-tune this software to recognize a new set of people or celebrities and tag them in videos by providing the...

Algorithm - Fulfilled on Amazon SageMaker