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I have searched the YOLOv5 issues and discussions and found no similar questions.
Question
YOLOv5 has various preprocessing functions, such as the Albumations library, mosaic, mixup, random_perspective, etc. If you look at the hyp file, you will see the parameters for each preprocessing function as shown below.
I think this represents the parameters of each preprocessing.
But are preprocessing processes themselves applied definite? For example, are random_perspective and mosaic applied 100% to all images in each epoch? Or is there some probability of application?
I would be grateful for your reply. Thanks in advance.
Additional
No response
The text was updated successfully, but these errors were encountered:
@K011-17 preprocessing functions like random_perspective and mosaic in YOLOv5 are applied based on the probabilities specified in the hyperparameters file. For example, if mosaic is set to 1.0, it will be applied to all images, while a lower value indicates a reduced probability. You can adjust these probabilities to control the application frequency. For more details, refer to the YOLOv5 documentation.
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Question
YOLOv5 has various preprocessing functions, such as the Albumations library, mosaic, mixup, random_perspective, etc. If you look at the hyp file, you will see the parameters for each preprocessing function as shown below.
I think this represents the parameters of each preprocessing.
But are preprocessing processes themselves applied definite? For example, are
random_perspective
andmosaic
applied 100% to all images in each epoch? Or is there some probability of application?I would be grateful for your reply. Thanks in advance.
Additional
No response
The text was updated successfully, but these errors were encountered: