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Commit 7bbedc76 authored by Yoann Schneider's avatar Yoann Schneider :tennis: Committed by ml bonhomme
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Update YOLO training parameters

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......@@ -124,14 +124,16 @@ Configure the `YOLO Training | Detect/Segment` worker by clicking on the button
Select **New configuration** on the left column, to create a new configuration. Again, name it after the dataset you are using.
{{ figure(image="tutorial/training/segmentation/train_configuration.png", height=500, caption="Worker configuration") }}
{{ figure(image="tutorial/training/segmentation/train_configuration.png", height=1000, caption="Worker configuration") }}
The most important parameters are:
- *Model that will receive the new trained version*: search for the name of [your model](#create-a-model),
- *Number of epochs[^epoch] to train[^training] the model*: the default value is good enough but you can set it to a larger number if you want to train for a longer period time,
- *Class names to predict*: add the slugs of the types that the model will predict,
- *Number of epochs[^epoch] to train[^training] the model*: the default value is good enough but you can set it to a larger number if you want to train for a longer period of time,
- *Type of object to detect using the segmenter*:
- a segmenter will produce masks (polygons),
- a detector will produce bounding boxes (rectangles).
- *Batch size for training*: a higher value will make the training faster but will also increase the memory usage.
Click on **Create** then **Save** when you are done filling the fields. Your process is ready to go.
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content/tutorial/training/segmentation/train_configuration.png

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content/tutorial/training/segmentation/train_configuration.png

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content/tutorial/training/segmentation/train_configuration.png
content/tutorial/training/segmentation/train_configuration.png
content/tutorial/training/segmentation/train_configuration.png
content/tutorial/training/segmentation/train_configuration.png
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