I am having an issue when extracting a dataset in the YOLOv8 format. When I start training the model, I noticed that the bounding boxes for one of the classes are completely incorrect, even though they appear to be correct in the Roboflow dataset. I suspect that the problem may be occurring during the extraction process. Can anyone help me with this issue? I have spent 5 days annotating images on Roboflow and have not been able to complete my project.
In the left photo, you can see an example of a training batch inside YOLOv8 with a dataset extracted from Roboflow. The coordinates for class 1, named “gousset,” are incorrect. The right photo shows what the detection for class 1 should look like.