Return metrics, Update docs (#846)
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9 changed files with 161 additions and 179 deletions
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@ -30,7 +30,7 @@ the [Configuration](../cfg.md) page.
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model = YOLO("yolov8n.pt") # load a pretrained model (recommended for training)
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# Train the model
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results = model.train(data="coco128.yaml", epochs=100, imgsz=640)
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model.train(data="coco128.yaml", epochs=100, imgsz=640)
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```
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=== "CLI"
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@ -55,7 +55,11 @@ training `data` and arguments as model attributes.
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model = YOLO("path/to/best.pt") # load a custom model
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# Validate the model
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results = model.val() # no arguments needed, dataset and settings remembered
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metrics = model.val() # no arguments needed, dataset and settings remembered
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metrics.box.map # map50-95
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metrics.box.map50 # map50
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metrics.box.map75 # map75
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metrics.box.maps # a list contains map50-95 of each category
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```
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=== "CLI"
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@ -88,6 +92,7 @@ Use a trained YOLOv8n model to run predictions on images.
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yolo detect predict model=yolov8n.pt source="https://ultralytics.com/images/bus.jpg" # predict with official model
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yolo detect predict model=path/to/best.pt source="https://ultralytics.com/images/bus.jpg" # predict with custom model
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```
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Read more details of `predict` in our [Predict](https://docs.ultralytics.com/predict/) page.
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## Export
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