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Update VisionNode_Dataflow.md
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Lukasnol authored Nov 3, 2024
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# VisionNode System Overview

The **VisionNode** system processes camera images and LIDAR data to detect objects and calculate their distances.
The **VisionNode** system processes camera images and LIDAR data to detect objects and calculate their distances.

## VisionNode System Diagram

![VisionNode System Diagram](../../../assets/VisionNode_Dataflow.PNG)
(link to lucid chart: https://lucid.app/lucidchart/34e9aa95-5fb3-4d83-b53f-6d6a3f4748c2/edit?viewport_loc=5190%2C-3952%2C1690%2C703%2C0_0&invitationId=inv_83e27eed-e730-4607-836b-0e863cd2b511)
(link to lucid chart: [lucid chart] https://lucid.app/lucidchart/34e9aa95-5fb3-4d83-b53f-6d6a3f4748c2/edit?viewport_loc=5190%2C-3952%2C1690%2C703%2C0_0&invitationId=inv_83e27eed-e730-4607-836b-0e863cd2b511)

## Data Flow

Expand All @@ -20,7 +20,7 @@ The **VisionNode** system processes camera images and LIDAR data to detect objec

3. **Submodules and Data Processing**
- **Traffic Light Processing**: This submodule within the Image Handler processes detected traffic lights. Using distance and image data from object detection, it identifies the position of traffic lights and publishes its image data.

4. **Outputs**
- **Camera Publisher**: Publishes the segmented image data after processing by PyTorch, which includes identified objects and their segmentation masks.
- **Traffic Light Publisher**: Publishes the state and position of traffic lights along with corresponding distance data.
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