Object Detection

The object detection solution template  can be used to build computer vision models that can identify objects or parts of it in images or videos. The models can work with real time video feeds and find applications in security, surveillance, store monitoring, visual search, content search and more. They can be configured to identify objects ,shapes, patterns and more. The underlying algorithms rely on finding similar features within the source and reference images. 

Activity Detection

Multi Object Tracking

Multi Object Tracking solution template can be used to build models track different types of objects in videos or live streams. Each identified object in a scene is given a unique id and can be tracked across several frames and also across different videos.

Item Classification      Coming Soon!

Visually sort images into your classes. Also called image recognition or identification. These classes can be your products, objects and any other thing you can think of (E.g., damages)

Structured ML

Structured ML solution type can be use to build the ML models from structured (tabular data). The data case be sourced form spreadsheets, CSVs, or application databases. This can be used for different types of models like prediction, classification. 

Text Classification      Coming Soon!

Text classification is process of identifying a class the text belongs to. It can be used for sentiment classification.

Image Classification

Text Translation      Coming Soon!

Translation techniques help with transforming to different language and/or standardizing free form texts. 

Supply Chain Monitor

The "Supply Chain Monitor" solution allows business to monitor their inbound supply chain and predict if the receipt of any of their inbound orders are likely to be affected by global disruptive events like weather, political unrest, pandemics, shipping congestions etc. The solution can also model how their customer orders are going to be affected as a result and send proactive alerts to key stakeholders.

Order Patterns Detection      Coming Soon!

Identify patterns (recurring, anomalies, seasonal, trending) in your data using the real-time pattern detection engine. It helps to proactively monitor your orders, analytics infrastructure or any other operations

Patient Diagnosis Forecasting      Coming Soon!

This model forecasts patient diagnosis based on the claim data. 

Hierarchical Product Classification

Entity Extraction

This solution will be used for extracting entities from a block/paragraph of text. Ex. Named Entity Recognition (NER) solution.

Entity Matching

Claims Patterns Detection

Identify patterns (recurring, anomalies, seasonal, trending) in your claims data using the real-time pattern detection engine

Aspect Classification      Coming Soon!

For custome service, understanding

Predictive Maintenance

Predictive maintenance techniques are designed to help determine the condition of in-service equipment in order to estimate when maintenance should be performed. This approach promises cost savings over routine or time-based preventive maintenance, because tasks are performed only when warranted.

Diagnosis Code Embeddings      Coming Soon!

Want to improve your performance of your claims model? Using one-hot encoding of diagnosis codes? 

Research has shown that using embeddings help to significantly outperform your model. Try these embeddings for health care ML model today! 

Forecasting

The solution enables users to build demand forecasting models using historical  demand data and various other parameter combinations.

Anomaly Detection

Text Summarization      Coming Soon!

Summarization helps in creation of short, accurate and fluent summary of longer piece of text. 

Content Generation

Content generation solution..generates content based on tabular and/or semi-structured data

Aspect and sentiment Identification

Aspect and Sentiment Identification

Sales Assistant Inference

Recommendations      Coming Soon!

Deliver personalized recommendations to your customer. Based on the state-of-the-art model works from day 1.

Intent Detection      Coming Soon!

Identifies intent  in a given text

Text Extraction

Text tagging

Entity Detection      Coming Soon!

Named Entity Recognition(NER) is the process that seeks to locate and identify various known entities from a given sentence of paragraph. 

Generative AI

Content Generation Evaluation

Text Autocomposition      Coming Soon!