HD Vision Systems

LumiScan Ecosystem: LumiScan Engineering

LumiScan Annotation Framework

On-premise tool to annotate image data for object detection training.

Annotation and Training Program for Object Detection

The annotation and training program supports the precise annotation of image data for object detection. An integrated annotation tool enables the efficient creation of the required data formats and ensures high data quality.

Based on this data, a specially optimized training pipeline allows the development of high-performance detection models even with very small datasets. In many use cases, 10 to 20 annotated images are sufficient to achieve robust, economical, and reliable results.

The entire toolset is fully deployable on-premise and operates without any cloud connection. This ensures the user retains complete data sovereignty at all times.

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Frequently asked questions

What is LumiScan Annotation for?

Creating training data for neural networks: you draw an oriented box around each object in three clicks and assign a label per class. The boxes are saved as a CSV file next to each image, ready for LumiScan Training.

How many images do we need?

In many applications, 10 to 20 annotated images are enough for a robust detection model.

Does our data leave the company?

No. The toolset runs entirely on-premise, without any cloud connection.

What does it run on, and how is it licensed?

On Windows 11, for any number of users and unlimited annotations. It is licensed with the LumiScan Key (CodeMeter Runtime 9.00 or later); keys can be moved between computers.

Interested in LumiScan Annotation Framework?

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