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This model identifies if a given parking slot is occupied or not. It is trained using convolutional neural network (CNN) on parking lot images to identify occupancy. This model can be extended as edge ML model with a parking monitoring drone that continuously monitors available and occupied parking...

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 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...

Algorithm - Fulfilled on Amazon SageMaker


This algorithm uses the scikit learn framework to predict hospital readmissions from EMR data, DRGs and billing data. The model predicts the probability that a patient will return to the hospital within a certain time period(30 days) or not. The predicted output is the % chance that the patient...

Algorithm - Fulfilled on Amazon SageMaker


2016 has seen some of the largest DDOS (Distributed Denial of Service) attacks to date. The attacks were carried out by botnets comprised of insecure IoT devices from all over the world. Our goal is to detect botnet attacks using the traffic data from 9 different IoT devices. Each devices has been...

Model Package - Fulfilled on Amazon SageMaker


The fastest ResNet 50 model inference for image classification provided by MXNet accelerated with Intel® MKL-DNN backend.

Model Package - Fulfilled on Amazon SageMaker

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A Random Forest Algorithm for classification on sparse data set like LibSVM without translating the data set into other formats like recordIO. The algorithm scales efficiently across multi-cores on a single AWS EC2 Instance out of the box.

Algorithm - Fulfilled on Amazon SageMaker


DeepInsights is a cloud-based cognitive computing platform that offers data extraction & predictive analytics capabilities. Text Summarization is an optimal way to tackle the problem of information overload by reducing the size of long documents into a few sentences . Neural-network-based models...

Model Package - Fulfilled on Amazon SageMaker


Customer churn refers to the situation when a customer ends their relationship with a company, and it’s a costly problem. Loss of customers impacts sales of a company. This model can be used by companies to predict the probability of a customer leaving the company. The model is trained on the data...

Model Package - Fulfilled on Amazon SageMaker