---
title: "LumiScan Training"
description: "LumiScan Training trains neural networks for object detection on your annotated images and exports ONNX models for AI Object Matching, VGR and Hailo TPUs."
product: "LumiScan Training"
component: "lumiscan-training"
version: "2.3.0"
display_version: "2.3.0.2"
latest_version: true
language: "en"
url: "https://docs.hdvisionsystems.com/en/lumiscan-training/2.3.0/index.html"
---

# LumiScan Training

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| ![Three folders of annotated images and a JSON configuration](https://docs.hdvisionsystems.com/en/lumiscan-training/2.3.0/_images/intro/step-1.svg)<br><br>**Prepare the data.** Annotated images for training, validation and test. | ![Training curve falling over the epochs](https://docs.hdvisionsystems.com/en/lumiscan-training/2.3.0/_images/intro/step-2.svg)<br><br>**Train the network.** From scratch or continuing an existing network. | ![ONNX and HEF model files for AI Object Matching, LumiScan VGR and Hailo TPU](https://docs.hdvisionsystems.com/en/lumiscan-training/2.3.0/_images/intro/step-3.svg)<br><br>**Export the model.** As ONNX, or converted for a Hailo TPU. |

LumiScan Training trains neural networks for object detection and localization, from scratch or by continuing an existing network. Training, validation, testing and inference are set up in one JSON configuration, and the finished model is exported as ONNX for LumiScan AI Object Matching and LumiScan VGR. The optional Hailo PlugIn converts it for a Hailo TPU. It runs on Windows 11 with an NVIDIA RTX graphics card, locally or on a shared training server.

For licensing, see [Licence](https://docs.hdvisionsystems.com/en/lumiscan-training/2.3.0/requirements.html#licence). Questions or an error message? See the [FAQ](https://docs.hdvisionsystems.com/en/lumiscan-training/2.3.0/faq.html).