Robovision

O que é Robovision?

Robovision provides industrial vision AI software and services for machine builders and production teams. Its software product, Indurion Suite, manages the workflow from image annotation and model training to validated deployment and ongoing inspection inside machines.

The suite supports classification, measurement, and object analysis in production environments where materials, defects, or product variants change. Teams can adjust models through a browser interface, while local agents perform inspection on each machine. Optional services cover site audits, solution design, onboarding, and training.

O que Robovision pode fazer?

Image annotation and dataset curation

Annotate 2D and 3D images using bounding boxes and segmentation tools. Review disagreements between annotators and establish immutable training datasets that keep deployed recipes traceable to their source data.

Model training and validation

Train from scratch or start with pretrained models. Compare training runs and test results by class, recording which dataset was used to validate each model before promotion.

Confidence-based review

Set acceptable uncertainty levels to derive confidence thresholds for each class. Agents capture outliers and low-confidence samples for review and subsequent labeling rounds.

Local inspection and fleet updates

Run classification and measurement on machine agents, including on-premises and air-gapped installations. Inspection continues through network outages; validated corrections can reach connected machines across a fleet.

Multiple vision techniques and custom algorithms

Use classification, object detection, instance segmentation, and semantic segmentation. Bring existing models or proprietary routines through an open algorithm specification within the same governed workflow.

OEM white-labeling

Apply your logo, interface text, and documentation across machines you ship, with branding configured once for the installed base.

Casos de uso

“Food sorting and processing”

Grade produce or guide robotic processing as ingredients and product formats vary. Published applications include peach quality control and robotic vegetable de-coring.

“Manufacturing defect inspection”

Inspect changing parts and surfaces, including laminate defects, injection-molded components, and printed circuit boards in high-mix production.

“Horticultural robotics”

Use visual recognition to guide machines that pick and pot plant cuttings, supporting automation where biological variation affects handling.

“Machine portfolio maintenance”

Equip OEM engineering teams to define new part variants and review flagged samples from shipped machines, then distribute validated corrections across connected installations.

Perguntas frequentes

Who can train and adjust models?

Process experts, operators, and engineers can use the browser interface without writing code. Robovision also offers onboarding and training to help teams operate the suite independently.

Who owns the data and models?

Customers retain ownership of their models, datasets, and configurations. Datasets and configurations are portable, and customer data is not pooled or used to train models for other customers.

Does it require a particular equipment vendor?

Robovision supports customer choices of equipment vendors, system integrators, camera brands, algorithm frameworks, and deployment architecture. Indurion Suite is designed to fit existing hardware, infrastructure, and workflows.