This is a continuation of my question in#17697. Here I want to ask another question for general Ultralytics program, especially YOLO series. As far as I know, Ultralytics have developed YOLOv5, v8, and v11 (if there's something missing, please correct me). And then there are some ve...
Search before asking I have searched the YOLOv8 issues and discussions and found no similar questions. Question I'm happily training various yolov8 models with your great library, on the task of multiclass object detection. Among the var...
By default, frameworks such as Ultralytics filter away most model predictions. Specifying a lower confidence threshold reveals more model predictions. Secondly, the overlap might be created on purpose. InferenceSlicer (SAHI) divides an image into small slices, applies a model to each one, and the...
If this is a custom training ❓ Question, please provide as much information as possible, including dataset image examples and training logs, and verify you are following ourTips for Best Training Results. Install Pip install theultralyticspackage including allrequirementsin aPython>=3.7environment...
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This quad-collate function will reshapes a batch from 16x3x640x640 to 4x3x1280x1280, which does not have much effect by itself as it is only rearranging the mosaics in the batch, but which interestingly allows for 2x upscaling of some images within the batch (one of the 4 mosaics in ...
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Search before asking I have searched the Ultralytics YOLO issues and discussions and found no similar questions. Question Additional No response
Hi, i see there is an argument in detect.py, that is augmented inference, i am wondering what is it used for ? wwdok added the question label Nov 10, 2020 Member glenn-jocher commented Nov 10, 2020 • edited @wwdok see Augmentation tutorial in README tutorials section: https://...