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Machine Learning & AI Models

Creation and Distribution for

Autonomous Applications

Machine Learning & AI Models

Creation and Distribution for

Autonomous Applications

LIDAR & Camera Navigation

Pedestrian, Rider or Driver Safety

Collision Avoidance

Accurate Positioning 

Manufacturing Quality Control

Defect Identification & Classification

Yield & Process Improvement

Batch Size 1 Production

Why Work With Us?

Create

containerized AI models

Developed with flexible deployment and easy integration in mind, our solutions are hardware agnostic as much as possible. With hundreds of examples, we run our software on your hardware and system, with major savings.

Distribute

models for unique roles

Users are unique, so should be their experiences. Success profiles are also different from one to the other. We make the experiences understandable, easy to deploy and more efficient

Scale

proportional to your needs

Save time and money, use one of our off the shelf, pre-trained models to save resources

Create a proof of concept to see the end to end operation of your system

Future proof your process by using ASSET-Rx EDGE for scalable deployment 

Our Solution - How We Do It

POC

Identify the core challenge, find the solution and prove it

Prototype

Integrate into the system, cover
the details and the exceptions.
Path to product

Deploy

Optimize and orchestrate for
deployment, spread instances
across boundaries

Use Cases

Our cross-functional Engineering Team works with our Clients to understand their application and develop a solution that is reliable and sustainable.

ai-ml-modeling

Our cross-functional Engineering Team works with our Clients to understand their application and develop a solution that is reliable and sustainable.

ai-ml-modeling

Located in Silicon Valley, our dedicated Team provides white glove support to our valued Customers.

Deployment Components - What We Do

Data Management

Extraction: Deploy off-the-shelf hardware. Collect data with full coverage.

Annotation: Annotated in batches for initial training or enhancement of the models. 

Generation: Obtain annotated data from controlled replica systems. Save time and resources. Cover rare exceptions, achieve higher confidence levels and quicker results 

Ingestion: Use the data that is being generated after deployment to further enhance models

Modeling

Existing Models: Work with us to select from one of our pre-trained models

Do It Your Way: If you already have a model identified, let’s train it. If you have it trained, let’s put it to work and enhance it

Ground Up: If your case calls for architecting a system that is ground up due to constraints such as computing resources, training time or method, we will work with you to create the models. An example is tiny models that run on low power microcontrollers.

Model Management

Data Recording:  Collects and records data on complete deployments, no piece of information left behind

Collaborative Training: Record only those sets that would add value for further training 

Orchestrated Models: Trained models that meet and exceed quality standards deployed massively across devices, projects, and sites

Our Services

DATA
COLLECTION

  • Data extraction from PLCs, databases
  • Automated robotic data collection
  • Data categorization & organization

DATA
ANNOTATION

  • Bounding Box
  • Lines & Splines
  • Semantic
  • Segmentation
  • Custom test beds for synthetic data

MODEL
CREATION

  • Model Architecture
  • Model Training
  • Model Testing

ORCHESTRATED
DEPLOYMENT

  • Mass Deployment of
  • Models
  • Unique configuration management

MODEL
OPTIMIZATION

  • Monitoring deployed inference services
  • Continuous monitoring of changes in trends
  • Dynamic model accuracy optimization

CAN WE HELP WITH
YOUR AI INITIATIVES?

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OUR AREAS OF EXPERTISE

APPLICATIONS

  • ​Obstacle Detection & Collision
    Avoidance
  • ​Quality Control / Defect
    Detection
  • ​Object Classification
  • ​Autonomous Navigation
  • ​Industrial Lidar
  • ​Event / Anomaly Detection
    and Capture
  • ​Safety Cell Supervision
  • ​Optical Inspection
  • ​Inventory Counting

 

MARKETS

  • Manufacturing
  • ​Industrial Automation
  • ​Defense
  • ​Medical
  • ​Pharmaceutical
  • ​Logistics
  • ​Transportation
  • ​Infrastructure / Smart Cities
  • ​Automotive
  • ​Oil & Gas
  • Sample1
  • Sample2

WE WANT TO BE YOUR
ADVANCED TECHNOLOGY TEAM!

Need a team that can do it all? We'd love to be your
one-stop shop for advanced technology implementation.

Are you ready to have a conversation about your application? We are.

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CONTACT US / BUY

One of our sensor experts will be communicating with you shortly. We are committed to understanding your application and providing support, tailored to your specific requirements.