Docstrings arguments cleanup (#3229)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

docs/reference/yolo/v8/classify/predict.md

@@ -3,12 +3,12 @@ description: Learn how to use ClassificationPredictor in Ultralytics YOLOv8 for
 keywords: Ultralytics, YOLO, v8, Classify Predictor, object detection, classification, computer vision
 ---
 
-# ClassificationPredictor
+## ClassificationPredictor
 ---
-:::ultralytics.yolo.v8.classify.predict.ClassificationPredictor
+### ::: ultralytics.yolo.v8.classify.predict.ClassificationPredictor
 <br><br>
 
-# predict
+## predict
 ---
-:::ultralytics.yolo.v8.classify.predict.predict
+### ::: ultralytics.yolo.v8.classify.predict.predict
 <br><br>

docs/reference/yolo/v8/classify/train.md

@@ -3,12 +3,12 @@ description: Train a custom image classification model using Ultralytics YOLOv8
 keywords: Ultralytics, YOLOv8, object detection, classification, training, API
 ---
 
-# ClassificationTrainer
+## ClassificationTrainer
 ---
-:::ultralytics.yolo.v8.classify.train.ClassificationTrainer
+### ::: ultralytics.yolo.v8.classify.train.ClassificationTrainer
 <br><br>
 
-# train
+## train
 ---
-:::ultralytics.yolo.v8.classify.train.train
+### ::: ultralytics.yolo.v8.classify.train.train
 <br><br>

docs/reference/yolo/v8/classify/val.md

@@ -3,12 +3,12 @@ description: Ensure model classification accuracy with Ultralytics YOLO's Classi
 keywords: ClassificationValidator, Ultralytics YOLO, Validation, Data Science, Deep Learning
 ---
 
-# ClassificationValidator
+## ClassificationValidator
 ---
-:::ultralytics.yolo.v8.classify.val.ClassificationValidator
+### ::: ultralytics.yolo.v8.classify.val.ClassificationValidator
 <br><br>
 
-# val
+## val
 ---
-:::ultralytics.yolo.v8.classify.val.val
+### ::: ultralytics.yolo.v8.classify.val.val
 <br><br>

docs/reference/yolo/v8/detect/predict.md

@@ -3,12 +3,12 @@ description: Detect and predict objects in images and videos using the Ultralyti
 keywords: detectionpredictor, ultralytics yolo, object detection, neural network, machine learning
 ---
 
-# DetectionPredictor
+## DetectionPredictor
 ---
-:::ultralytics.yolo.v8.detect.predict.DetectionPredictor
+### ::: ultralytics.yolo.v8.detect.predict.DetectionPredictor
 <br><br>
 
-# predict
+## predict
 ---
-:::ultralytics.yolo.v8.detect.predict.predict
+### ::: ultralytics.yolo.v8.detect.predict.predict
 <br><br>

docs/reference/yolo/v8/detect/train.md

@@ -3,12 +3,12 @@ description: Train and optimize custom object detection models with Ultralytics
 keywords: DetectionTrainer, Ultralytics YOLO, custom object detection, train models, AI applications
 ---
 
-# DetectionTrainer
+## DetectionTrainer
 ---
-:::ultralytics.yolo.v8.detect.train.DetectionTrainer
+### ::: ultralytics.yolo.v8.detect.train.DetectionTrainer
 <br><br>
 
-# train
+## train
 ---
-:::ultralytics.yolo.v8.detect.train.train
+### ::: ultralytics.yolo.v8.detect.train.train
 <br><br>

docs/reference/yolo/v8/detect/val.md

@@ -3,12 +3,12 @@ description: Validate YOLOv5 detections using this PyTorch module. Ensure model
 keywords: detection, validator, YOLOv5, object detection, model improvement, Ultralytics Docs
 ---
 
-# DetectionValidator
+## DetectionValidator
 ---
-:::ultralytics.yolo.v8.detect.val.DetectionValidator
+### ::: ultralytics.yolo.v8.detect.val.DetectionValidator
 <br><br>
 
-# val
+## val
 ---
-:::ultralytics.yolo.v8.detect.val.val
+### ::: ultralytics.yolo.v8.detect.val.val
 <br><br>

docs/reference/yolo/v8/pose/predict.md

@@ -3,12 +3,12 @@ description: Predict human pose coordinates and confidence scores using YOLOv5.
 keywords: Ultralytics, YOLO, v8, documentation, PosePredictor, pose prediction, pose estimation, predict method
 ---
 
-# PosePredictor
+## PosePredictor
 ---
-:::ultralytics.yolo.v8.pose.predict.PosePredictor
+### ::: ultralytics.yolo.v8.pose.predict.PosePredictor
 <br><br>
 
-# predict
+## predict
 ---
-:::ultralytics.yolo.v8.pose.predict.predict
+### ::: ultralytics.yolo.v8.pose.predict.predict
 <br><br>

docs/reference/yolo/v8/pose/train.md

@@ -3,12 +3,12 @@ description: Boost posture detection using PoseTrainer and train models using tr
 keywords: PoseTrainer, human pose models, deep learning, computer vision, Ultralytics YOLO, v8
 ---
 
-# PoseTrainer
+## PoseTrainer
 ---
-:::ultralytics.yolo.v8.pose.train.PoseTrainer
+### ::: ultralytics.yolo.v8.pose.train.PoseTrainer
 <br><br>
 
-# train
+## train
 ---
-:::ultralytics.yolo.v8.pose.train.train
+### ::: ultralytics.yolo.v8.pose.train.train
 <br><br>

docs/reference/yolo/v8/pose/val.md

@@ -3,12 +3,12 @@ description: Ensure proper human poses in images with YOLOv8 Pose Validation, pa
 keywords: PoseValidator, Ultralytics YOLO, object detection, pose analysis, validation
 ---
 
-# PoseValidator
+## PoseValidator
 ---
-:::ultralytics.yolo.v8.pose.val.PoseValidator
+### ::: ultralytics.yolo.v8.pose.val.PoseValidator
 <br><br>
 
-# val
+## val
 ---
-:::ultralytics.yolo.v8.pose.val.val
+### ::: ultralytics.yolo.v8.pose.val.val
 <br><br>

docs/reference/yolo/v8/segment/predict.md

@@ -3,12 +3,12 @@ description: '"Use SegmentationPredictor in YOLOv8 for efficient object detectio
 keywords: Ultralytics YOLO, SegmentationPredictor, object detection, segmentation masks, predict
 ---
 
-# SegmentationPredictor
+## SegmentationPredictor
 ---
-:::ultralytics.yolo.v8.segment.predict.SegmentationPredictor
+### ::: ultralytics.yolo.v8.segment.predict.SegmentationPredictor
 <br><br>
 
-# predict
+## predict
 ---
-:::ultralytics.yolo.v8.segment.predict.predict
+### ::: ultralytics.yolo.v8.segment.predict.predict
 <br><br>

docs/reference/yolo/v8/segment/train.md

@@ -3,12 +3,12 @@ description: Learn about SegmentationTrainer and Train in Ultralytics YOLO v8 fo
 keywords: SegmentationTrainer, Ultralytics YOLO, object detection, segmentation, train, tutorial, guide, code examples
 ---
 
-# SegmentationTrainer
+## SegmentationTrainer
 ---
-:::ultralytics.yolo.v8.segment.train.SegmentationTrainer
+### ::: ultralytics.yolo.v8.segment.train.SegmentationTrainer
 <br><br>
 
-# train
+## train
 ---
-:::ultralytics.yolo.v8.segment.train.train
+### ::: ultralytics.yolo.v8.segment.train.train
 <br><br>

docs/reference/yolo/v8/segment/val.md

@@ -3,12 +3,12 @@ description: Ensure segmentation quality on large datasets with SegmentationVali
 keywords: SegmentationValidator, YOLOv8, Ultralytics Docs, segmentation model, validation
 ---
 
-# SegmentationValidator
+## SegmentationValidator
 ---
-:::ultralytics.yolo.v8.segment.val.SegmentationValidator
+### ::: ultralytics.yolo.v8.segment.val.SegmentationValidator
 <br><br>
 
-# val
+## val
 ---
-:::ultralytics.yolo.v8.segment.val.val
+### ::: ultralytics.yolo.v8.segment.val.val
 <br><br>