H2O’s Deep Learning is based on a multi-layer feedforward artificial neural network that is trained with stochastic gradient descent using back-propagation. The network can contain a large number of hidden layers consisting of neurons with tanh, rectifier, and maxout activation functions. Advanced...
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Logistic regression is a method for modeling the relationships between one or more explanatory variables and a categorical variable by expressing the posterior statistical distribution of the categorical variable via linear functions on observed data. If the categorical variable is binary, that is...
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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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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...
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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
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Indus.ai's Person and Truck Detector can be used to get the exact position of people and trucks within an image. Our detector will give you the bounding box coordinates and class of each person and truck within your image. Since we run on GPU, our model is design to give you the highest possible...
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Bitcoin predictor model can help to predict the bitcoin prices based on the time series data. The model is trained with 4 years of data to identify patterns and trends. Tensorflow’s LSTM deep learning model has been used to create the model.
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With Deep Vision image recognition API, you can recognize +13,000 concepts, objects, scenes in your images and videos automatically. We provide a list of tags with their associated probability score for each concept we recognize. Our clients utilize image recognition technology to automate the...
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Chat bots have become mainstream in customer support. However, they serve only as frontend experience and are only as much effective as the power of NLP engine behind them. Otherwise most chat conversations end up in bots not being efficient to understand human language and redirecting to human...
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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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