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 and forecasting. 

Generative AI Test

Attribute Anomaly Detection

Generative Detection

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.

Text Classification

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

Sales Assistant Training

Document AI

Entity Extraction

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

Text Translation      Coming Soon!

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

Region Nomination

The Nomination Pipeline is an advanced machine learning workflow designed for effective threat detection and prioritization. Its primary functions include:

1. Threat Classification: Identifying and categorizing potential threats based on real-time data and predefined criteria, enabling quick decision-making in dynamic environments.

2. Ranking and Prioritization: Systematically assessing the identified threats to determine which areas require immediate investigation. This ensures resources are focused on the most critical targets first.

3. Optimized Dwell Time: Dynamically adjusting the time spent on each target to balance thorough information gathering with operational efficiency. This ensures that sufficient data is collected while maintaining a high-level overview of the environment.

4. Situational Awareness Maintenance: Retaining a memory of previously investigated targets to avoid redundant assessments, streamline operations, and enhance overall situational awareness.

Target Detection

Entity Extraction Inference

Hierarchical Product Classification

Anomaly Detection

Generic Testing Solution

Product Classification      Coming Soon!

Entity Matching

Pattern Detection Evaluation

Content Generation Evaluation

LLM Finetuning

Synonym Generation

Entity Matching Inference

Aspect Classification

For custome service, understanding

Text Extraction

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.

Forecasting

Tabular Forecasting

Text Similarity

Aspect and sentiment Identification

Aspect and Sentiment Identification

Agentic AI Management

Product Content Assistant

Keyword Generation

Anomaly Detection

Sales Assistant Training V2

Target Identification

Sales Assistant Inference

Generative AI

Entity Normalization