Engine Model and Results Docs improvements (#14564)

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
Co-authored-by: Felipe Parodi <fparodi@pennmedicine.upenn.edu>

docs/en/reference/models/yolo/classify/predict.md

@@ -9,7 +9,7 @@ keywords: YOLO, ClassificationPredictor, Ultralytics, model prediction, preproce
 
     This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/classify/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/classify/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/classify/predict.py) 🛠️. Thank you 🙏!
 
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 ## ::: ultralytics.models.yolo.classify.predict.ClassificationPredictor
 

docs/en/reference/models/yolo/classify/train.md

@@ -9,7 +9,7 @@ keywords: YOLO, Ultralytics, classification, training, machine learning, deep le
 
     This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/classify/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/classify/train.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/classify/train.py) 🛠️. Thank you 🙏!
 
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 ## ::: ultralytics.models.yolo.classify.train.ClassificationTrainer
 

docs/en/reference/models/yolo/classify/val.md

@@ -9,7 +9,7 @@ keywords: Ultralytics, YOLO, classification, validation, ClassifyMetrics, Confus
 
     This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/classify/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/classify/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/classify/val.py) 🛠️. Thank you 🙏!
 
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 ## ::: ultralytics.models.yolo.classify.val.ClassificationValidator
 

docs/en/reference/models/yolo/detect/predict.md

@@ -9,7 +9,7 @@ keywords: YOLO, Ultralytics, DetectionPredictor, object detection, Python, machi
 
     This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/detect/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/detect/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/detect/predict.py) 🛠️. Thank you 🙏!
 
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 ## ::: ultralytics.models.yolo.detect.predict.DetectionPredictor
 

docs/en/reference/models/yolo/detect/train.md

@@ -9,7 +9,7 @@ keywords: Ultralytics, YOLO, DetectionTrainer, training, object detection, machi
 
     This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/detect/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/detect/train.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/detect/train.py) 🛠️. Thank you 🙏!
 
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 ## ::: ultralytics.models.yolo.detect.train.DetectionTrainer
 

docs/en/reference/models/yolo/detect/val.md

@@ -9,7 +9,7 @@ keywords: YOLO validation, detection validation, YOLO metrics, Ultralytics, obje
 
     This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/detect/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/detect/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/detect/val.py) 🛠️. Thank you 🙏!
 
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 ## ::: ultralytics.models.yolo.detect.val.DetectionValidator
 

docs/en/reference/models/yolo/model.md

@@ -9,11 +9,11 @@ keywords: YOLO, object detection, Ultralytics, YOLO model, machine learning, Pyt
 
     This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/model.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/model.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/model.py) 🛠️. Thank you 🙏!
 
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 ## ::: ultralytics.models.yolo.model.YOLO
 
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 ## ::: ultralytics.models.yolo.model.YOLOWorld
 

docs/en/reference/models/yolo/obb/predict.md

@@ -9,7 +9,7 @@ keywords: Ultralytics, YOLO, OBBPredictor, oriented bounding box, object detecti
 
     This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/obb/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/obb/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/obb/predict.py) 🛠️. Thank you 🙏!
 
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 ## ::: ultralytics.models.yolo.obb.predict.OBBPredictor
 

docs/en/reference/models/yolo/obb/train.md

@@ -9,7 +9,7 @@ keywords: Ultralytics, YOLO, OBB Trainer, Oriented Bounding Box, Machine Learnin
 
     This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/obb/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/obb/train.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/obb/train.py) 🛠️. Thank you 🙏!
 
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 ## ::: ultralytics.models.yolo.obb.train.OBBTrainer
 

docs/en/reference/models/yolo/obb/val.md

@@ -9,7 +9,7 @@ keywords: Ultralytics, YOLO, OBBValidator, Oriented Bounding Boxes, DetectionVal
 
     This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/obb/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/obb/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/obb/val.py) 🛠️. Thank you 🙏!
 
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 ## ::: ultralytics.models.yolo.obb.val.OBBValidator
 

docs/en/reference/models/yolo/pose/predict.md

@@ -9,7 +9,7 @@ keywords: YOLO, Pose Prediction, Ultralytics, PosePredictor, YOLOv8, Machine Lea
 
     This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/pose/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/pose/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/pose/predict.py) 🛠️. Thank you 🙏!
 
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 ## ::: ultralytics.models.yolo.pose.predict.PosePredictor
 

docs/en/reference/models/yolo/pose/train.md

@@ -9,7 +9,7 @@ keywords: PoseTrainer, YOLO, Ultralytics, pose models, training, model configura
 
     This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/pose/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/pose/train.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/pose/train.py) 🛠️. Thank you 🙏!
 
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 ## ::: ultralytics.models.yolo.pose.train.PoseTrainer
 

docs/en/reference/models/yolo/pose/val.md

@@ -9,7 +9,7 @@ keywords: Ultralytics, YOLO, PoseValidator, pose validation, machine learning, o
 
     This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/pose/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/pose/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/pose/val.py) 🛠️. Thank you 🙏!
 
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 ## ::: ultralytics.models.yolo.pose.val.PoseValidator
 

docs/en/reference/models/yolo/segment/predict.md

@@ -9,7 +9,7 @@ keywords: YOLO, SegmentationPredictor, machine learning, computer vision, object
 
     This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/segment/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/segment/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/segment/predict.py) 🛠️. Thank you 🙏!
 
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 ## ::: ultralytics.models.yolo.segment.predict.SegmentationPredictor
 

docs/en/reference/models/yolo/segment/train.md

@@ -9,7 +9,7 @@ keywords: YOLO, segmentation, train, Ultralytics, SegmentationTrainer, Python, m
 
     This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/segment/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/segment/train.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/segment/train.py) 🛠️. Thank you 🙏!
 
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 ## ::: ultralytics.models.yolo.segment.train.SegmentationTrainer
 

docs/en/reference/models/yolo/segment/val.md

@@ -9,7 +9,7 @@ keywords: YOLO, segmentation, validator, Ultralytics, model validation, machine
 
     This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/segment/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/segment/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/segment/val.py) 🛠️. Thank you 🙏!
 
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 ## ::: ultralytics.models.yolo.segment.val.SegmentationValidator
 

docs/en/reference/models/yolo/world/train.md

@@ -9,11 +9,11 @@ keywords: Ultralytics, YOLO, World Model, training, deep learning, computer visi
 
     This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/world/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/world/train.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/world/train.py) 🛠️. Thank you 🙏!
 
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 ## ::: ultralytics.models.yolo.world.train.WorldTrainer
 
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 ## ::: ultralytics.models.yolo.world.train.on_pretrain_routine_end
 

docs/en/reference/models/yolo/world/train_world.md

@@ -9,7 +9,7 @@ keywords: YOLO, WorldTrainer, open-set datasets, training, evaluation, build dat
 
     This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/world/train_world.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/world/train_world.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/world/train_world.py) 🛠️. Thank you 🙏!
 
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 ## ::: ultralytics.models.yolo.world.train_world.WorldTrainerFromScratch