Update docs predict, buttons, reference (#6585)

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2023-11-25 17:59:01 +01:00 · 2023-11-25 17:59:01 +01:00 · e361194d7f
commit e361194d7f
parent a1ccdb00ed
141 changed files with 1044 additions and 828 deletions
--- a/docs/en/reference/models/fastsam/model.md
+++ b/docs/en/reference/models/fastsam/model.md
@ -9,6 +9,8 @@ keywords: Ultralytics, FastSAM model, Model documentation, Efficient model train

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/model.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/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/fastsam/model.py) 🛠️. Thank you 🙏!

---
-## ::: ultralytics.models.fastsam.model.FastSAM
+<br><br>
+
+## ::: ultralytics.models.fastsam.model.FastSAM
+
 <br><br>
--- a/docs/en/reference/models/fastsam/predict.md
+++ b/docs/en/reference/models/fastsam/predict.md
@ -9,6 +9,8 @@ keywords: Ultralytics, FastSAMPredictor, predictive modeling, AI optimization, m

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/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/fastsam/predict.py) 🛠️. Thank you 🙏!

---
-## ::: ultralytics.models.fastsam.predict.FastSAMPredictor
+<br><br>
+
+## ::: ultralytics.models.fastsam.predict.FastSAMPredictor
+
 <br><br>
--- a/docs/en/reference/models/fastsam/prompt.md
+++ b/docs/en/reference/models/fastsam/prompt.md
@ -9,6 +9,8 @@ keywords: Ultralytics, FastSAMPrompt, machine learning, model, guide, documentat

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/prompt.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/prompt.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/fastsam/prompt.py) 🛠️. Thank you 🙏!

---
-## ::: ultralytics.models.fastsam.prompt.FastSAMPrompt
+<br><br>
+
+## ::: ultralytics.models.fastsam.prompt.FastSAMPrompt
+
 <br><br>
--- a/docs/en/reference/models/fastsam/utils.md
+++ b/docs/en/reference/models/fastsam/utils.md
@ -9,10 +9,12 @@ keywords: Ultralytics, bounding boxes, Bboxes, image borders, object detection,

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/utils.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/utils.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/fastsam/utils.py) 🛠️. Thank you 🙏!

---
-## ::: ultralytics.models.fastsam.utils.adjust_bboxes_to_image_border
 <br><br>

---
-## ::: ultralytics.models.fastsam.utils.bbox_iou
+## ::: ultralytics.models.fastsam.utils.adjust_bboxes_to_image_border
+
+<br><br>
+
+## ::: ultralytics.models.fastsam.utils.bbox_iou
+
 <br><br>
--- a/docs/en/reference/models/fastsam/val.md
+++ b/docs/en/reference/models/fastsam/val.md
@ -9,6 +9,8 @@ keywords: Ultralytics, FastSAMValidator, model, synthetic, AI, machine learning,

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/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/fastsam/val.py) 🛠️. Thank you 🙏!

---
-## ::: ultralytics.models.fastsam.val.FastSAMValidator
+<br><br>
+
+## ::: ultralytics.models.fastsam.val.FastSAMValidator
+
 <br><br>
--- a/docs/en/reference/models/nas/model.md
+++ b/docs/en/reference/models/nas/model.md
@ -9,6 +9,8 @@ keywords: Ultralytics, NAS model, NAS guide, machine learning, model documentati

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/model.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/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/nas/model.py) 🛠️. Thank you 🙏!

---
-## ::: ultralytics.models.nas.model.NAS
+<br><br>
+
+## ::: ultralytics.models.nas.model.NAS
+
 <br><br>
--- a/docs/en/reference/models/nas/predict.md
+++ b/docs/en/reference/models/nas/predict.md
@ -9,6 +9,8 @@ keywords: NASPredictor, Ultralytics, Ultralytics model, model architecture, effi

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/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/nas/predict.py) 🛠️. Thank you 🙏!

---
-## ::: ultralytics.models.nas.predict.NASPredictor
+<br><br>
+
+## ::: ultralytics.models.nas.predict.NASPredictor
+
 <br><br>
--- a/docs/en/reference/models/nas/val.md
+++ b/docs/en/reference/models/nas/val.md
@ -9,6 +9,8 @@ keywords: Ultralytics, NASValidator, models.nas.val.NASValidator, AI models, all

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/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/nas/val.py) 🛠️. Thank you 🙏!

---
-## ::: ultralytics.models.nas.val.NASValidator
+<br><br>
+
+## ::: ultralytics.models.nas.val.NASValidator
+
 <br><br>
--- a/docs/en/reference/models/rtdetr/model.md
+++ b/docs/en/reference/models/rtdetr/model.md
@ -9,6 +9,8 @@ keywords: Ultralytics, RTDETR model, Ultralytics models, object detection, Ultra

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/model.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/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/rtdetr/model.py) 🛠️. Thank you 🙏!

---
-## ::: ultralytics.models.rtdetr.model.RTDETR
+<br><br>
+
+## ::: ultralytics.models.rtdetr.model.RTDETR
+
 <br><br>
--- a/docs/en/reference/models/rtdetr/predict.md
+++ b/docs/en/reference/models/rtdetr/predict.md
@ -9,6 +9,8 @@ keywords: Ultralytics, RTDETRPredictor, model documentation, guide, real-time ob

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/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/rtdetr/predict.py) 🛠️. Thank you 🙏!

---
-## ::: ultralytics.models.rtdetr.predict.RTDETRPredictor
+<br><br>
+
+## ::: ultralytics.models.rtdetr.predict.RTDETRPredictor
+
 <br><br>
--- a/docs/en/reference/models/rtdetr/train.md
+++ b/docs/en/reference/models/rtdetr/train.md
@ -9,6 +9,8 @@ keywords: Ultralytics, RTDETRTrainer, model training, Ultralytics models, PyTorc

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/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/rtdetr/train.py) 🛠️. Thank you 🙏!

---
-## ::: ultralytics.models.rtdetr.train.RTDETRTrainer
+<br><br>
+
+## ::: ultralytics.models.rtdetr.train.RTDETRTrainer
+
 <br><br>
--- a/docs/en/reference/models/rtdetr/val.md
+++ b/docs/en/reference/models/rtdetr/val.md
@ -9,10 +9,12 @@ keywords: Ultralytics, RTDETRDataset, RTDETRValidator, real-time object detectio

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/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/rtdetr/val.py) 🛠️. Thank you 🙏!

---
-## ::: ultralytics.models.rtdetr.val.RTDETRDataset
 <br><br>

---
-## ::: ultralytics.models.rtdetr.val.RTDETRValidator
+## ::: ultralytics.models.rtdetr.val.RTDETRDataset
+
+<br><br>
+
+## ::: ultralytics.models.rtdetr.val.RTDETRValidator
+
 <br><br>
--- a/docs/en/reference/models/sam/amg.md
+++ b/docs/en/reference/models/sam/amg.md
@ -9,46 +9,48 @@ keywords: Ultralytics, Mask Data, Transformation, Encoding, RLE encoding, Image

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/amg.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/amg.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/sam/amg.py) 🛠️. Thank you 🙏!

---
+<br><br>
+
 ## ::: ultralytics.models.sam.amg.is_box_near_crop_edge
+
 <br><br>

---
 ## ::: ultralytics.models.sam.amg.batch_iterator
+
 <br><br>

---
 ## ::: ultralytics.models.sam.amg.calculate_stability_score
+
 <br><br>

---
 ## ::: ultralytics.models.sam.amg.build_point_grid
+
 <br><br>

---
 ## ::: ultralytics.models.sam.amg.build_all_layer_point_grids
+
 <br><br>

---
 ## ::: ultralytics.models.sam.amg.generate_crop_boxes
+
 <br><br>

---
 ## ::: ultralytics.models.sam.amg.uncrop_boxes_xyxy
+
 <br><br>

---
 ## ::: ultralytics.models.sam.amg.uncrop_points
+
 <br><br>

---
 ## ::: ultralytics.models.sam.amg.uncrop_masks
+
 <br><br>

---
 ## ::: ultralytics.models.sam.amg.remove_small_regions
+
 <br><br>

---
 ## ::: ultralytics.models.sam.amg.batched_mask_to_box
+
 <br><br>
--- a/docs/en/reference/models/sam/build.md
+++ b/docs/en/reference/models/sam/build.md
@ -9,26 +9,28 @@ keywords: Ultralytics, SAM, build sam, vision transformer, vits, build_sam_vit_l

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/build.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/build.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/sam/build.py) 🛠️. Thank you 🙏!

---
+<br><br>
+
 ## ::: ultralytics.models.sam.build.build_sam_vit_h
+
 <br><br>

---
 ## ::: ultralytics.models.sam.build.build_sam_vit_l
+
 <br><br>

---
 ## ::: ultralytics.models.sam.build.build_sam_vit_b
+
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---
 ## ::: ultralytics.models.sam.build.build_mobile_sam
+
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---
 ## ::: ultralytics.models.sam.build._build_sam
+
 <br><br>

---
 ## ::: ultralytics.models.sam.build.build_sam
+
 <br><br>
--- a/docs/en/reference/models/sam/model.md
+++ b/docs/en/reference/models/sam/model.md
@ -9,6 +9,8 @@ keywords: Ultralytics, YOLO, SAM Model, Documentations, Machine Learning, AI, Co

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/model.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/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/sam/model.py) 🛠️. Thank you 🙏!

---
-## ::: ultralytics.models.sam.model.SAM
+<br><br>
+
+## ::: ultralytics.models.sam.model.SAM
+
 <br><br>
--- a/docs/en/reference/models/sam/modules/decoders.md
+++ b/docs/en/reference/models/sam/modules/decoders.md
@ -9,10 +9,12 @@ keywords: Ultralytics, MaskDecoder, SAM modules, decoders, MLP, YOLO, machine le

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/decoders.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/decoders.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/sam/modules/decoders.py) 🛠️. Thank you 🙏!

---
-## ::: ultralytics.models.sam.modules.decoders.MaskDecoder
 <br><br>

---
-## ::: ultralytics.models.sam.modules.decoders.MLP
+## ::: ultralytics.models.sam.modules.decoders.MaskDecoder
+
+<br><br>
+
+## ::: ultralytics.models.sam.modules.decoders.MLP
+
 <br><br>
--- a/docs/en/reference/models/sam/modules/encoders.md
+++ b/docs/en/reference/models/sam/modules/encoders.md
@ -9,42 +9,44 @@ keywords: Ultralytics, Encoders, Modules, Documentation, ImageEncoderViT, Positi

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/encoders.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/encoders.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/sam/modules/encoders.py) 🛠️. Thank you 🙏!

---
+<br><br>
+
 ## ::: ultralytics.models.sam.modules.encoders.ImageEncoderViT
+
 <br><br>

---
 ## ::: ultralytics.models.sam.modules.encoders.PromptEncoder
+
 <br><br>

---
 ## ::: ultralytics.models.sam.modules.encoders.PositionEmbeddingRandom
+
 <br><br>

---
 ## ::: ultralytics.models.sam.modules.encoders.Block
+
 <br><br>

---
 ## ::: ultralytics.models.sam.modules.encoders.Attention
+
 <br><br>

---
 ## ::: ultralytics.models.sam.modules.encoders.PatchEmbed
+
 <br><br>

---
 ## ::: ultralytics.models.sam.modules.encoders.window_partition
+
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---
 ## ::: ultralytics.models.sam.modules.encoders.window_unpartition
+
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---
 ## ::: ultralytics.models.sam.modules.encoders.get_rel_pos
+
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---
 ## ::: ultralytics.models.sam.modules.encoders.add_decomposed_rel_pos
+
 <br><br>
--- a/docs/en/reference/models/sam/modules/sam.md
+++ b/docs/en/reference/models/sam/modules/sam.md
@ -9,6 +9,8 @@ keywords: Ultralytics, Sam module, deep learning, model training, Ultralytics do

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/sam.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/sam.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/sam/modules/sam.py) 🛠️. Thank you 🙏!

---
-## ::: ultralytics.models.sam.modules.sam.Sam
+<br><br>
+
+## ::: ultralytics.models.sam.modules.sam.Sam
+
 <br><br>
--- a/docs/en/reference/models/sam/modules/tiny_encoder.md
+++ b/docs/en/reference/models/sam/modules/tiny_encoder.md
@ -9,46 +9,48 @@ keywords: Ultralytics, Tiny Encoder, Conv2d_BN, MBConv, ConvLayer, Attention, Ba

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/tiny_encoder.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/tiny_encoder.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/sam/modules/tiny_encoder.py) 🛠️. Thank you 🙏!

---
+<br><br>
+
 ## ::: ultralytics.models.sam.modules.tiny_encoder.Conv2d_BN
+
 <br><br>

---
 ## ::: ultralytics.models.sam.modules.tiny_encoder.PatchEmbed
+
 <br><br>

---
 ## ::: ultralytics.models.sam.modules.tiny_encoder.MBConv
+
 <br><br>

---
 ## ::: ultralytics.models.sam.modules.tiny_encoder.PatchMerging
+
 <br><br>

---
 ## ::: ultralytics.models.sam.modules.tiny_encoder.ConvLayer
+
 <br><br>

---
 ## ::: ultralytics.models.sam.modules.tiny_encoder.Mlp
+
 <br><br>

---
 ## ::: ultralytics.models.sam.modules.tiny_encoder.Attention
+
 <br><br>

---
 ## ::: ultralytics.models.sam.modules.tiny_encoder.TinyViTBlock
+
 <br><br>

---
 ## ::: ultralytics.models.sam.modules.tiny_encoder.BasicLayer
+
 <br><br>

---
 ## ::: ultralytics.models.sam.modules.tiny_encoder.LayerNorm2d
+
 <br><br>

---
 ## ::: ultralytics.models.sam.modules.tiny_encoder.TinyViT
+
 <br><br>
--- a/docs/en/reference/models/sam/modules/transformer.md
+++ b/docs/en/reference/models/sam/modules/transformer.md
@ -9,14 +9,16 @@ keywords: Ultralytics, TwoWayTransformer, Attention, AI models, transformers

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/transformer.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/transformer.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/sam/modules/transformer.py) 🛠️. Thank you 🙏!

---
+<br><br>
+
 ## ::: ultralytics.models.sam.modules.transformer.TwoWayTransformer
+
 <br><br>

---
 ## ::: ultralytics.models.sam.modules.transformer.TwoWayAttentionBlock
+
 <br><br>

---
 ## ::: ultralytics.models.sam.modules.transformer.Attention
+
 <br><br>
--- a/docs/en/reference/models/sam/predict.md
+++ b/docs/en/reference/models/sam/predict.md
@ -9,6 +9,8 @@ keywords: Ultralytics, predictor, models, sam.predict.Predictor, AI, machine lea

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/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/sam/predict.py) 🛠️. Thank you 🙏!

---
-## ::: ultralytics.models.sam.predict.Predictor
+<br><br>
+
+## ::: ultralytics.models.sam.predict.Predictor
+
 <br><br>
--- a/docs/en/reference/models/utils/loss.md
+++ b/docs/en/reference/models/utils/loss.md
@ -9,10 +9,12 @@ keywords: Ultralytics, YOLO, Documentation, DETRLoss, Detection Loss, Loss funct

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/utils/loss.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/utils/loss.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/utils/loss.py) 🛠️. Thank you 🙏!

---
-## ::: ultralytics.models.utils.loss.DETRLoss
 <br><br>

---
-## ::: ultralytics.models.utils.loss.RTDETRDetectionLoss
+## ::: ultralytics.models.utils.loss.DETRLoss
+
+<br><br>
+
+## ::: ultralytics.models.utils.loss.RTDETRDetectionLoss
+
 <br><br>
--- a/docs/en/reference/models/utils/ops.md
+++ b/docs/en/reference/models/utils/ops.md
@ -9,10 +9,12 @@ keywords: Ultralytics, YOLO, HungarianMatcher, inverse_sigmoid, detection models

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/utils/ops.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/utils/ops.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/utils/ops.py) 🛠️. Thank you 🙏!

---
-## ::: ultralytics.models.utils.ops.HungarianMatcher
 <br><br>

---
-## ::: ultralytics.models.utils.ops.get_cdn_group
+## ::: ultralytics.models.utils.ops.HungarianMatcher
+
+<br><br>
+
+## ::: ultralytics.models.utils.ops.get_cdn_group
+
 <br><br>
--- a/docs/en/reference/models/yolo/classify/predict.md
+++ b/docs/en/reference/models/yolo/classify/predict.md
@ -9,6 +9,8 @@ keywords: Ultralytics, classification predictor, predict, YOLO, AI models, model

    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 🙏!

---
-## ::: ultralytics.models.yolo.classify.predict.ClassificationPredictor
+<br><br>
+
+## ::: ultralytics.models.yolo.classify.predict.ClassificationPredictor
+
 <br><br>
--- a/docs/en/reference/models/yolo/classify/train.md
+++ b/docs/en/reference/models/yolo/classify/train.md
@ -9,6 +9,8 @@ keywords: Ultralytics, YOLO, Classification Trainer, deep learning, training pro

    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 🙏!

---
-## ::: ultralytics.models.yolo.classify.train.ClassificationTrainer
+<br><br>
+
+## ::: ultralytics.models.yolo.classify.train.ClassificationTrainer
+
 <br><br>
--- a/docs/en/reference/models/yolo/classify/val.md
+++ b/docs/en/reference/models/yolo/classify/val.md
@ -9,6 +9,8 @@ keywords: Ultralytics, YOLO, ClassificationValidator, model validation, model fi

    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 🙏!

---
-## ::: ultralytics.models.yolo.classify.val.ClassificationValidator
+<br><br>
+
+## ::: ultralytics.models.yolo.classify.val.ClassificationValidator
+
 <br><br>
--- a/docs/en/reference/models/yolo/detect/predict.md
+++ b/docs/en/reference/models/yolo/detect/predict.md
@ -9,6 +9,8 @@ keywords: Ultralytics, YOLO, DetectionPredictor, detect, predict, object detecti

    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 🙏!

---
-## ::: ultralytics.models.yolo.detect.predict.DetectionPredictor
+<br><br>
+
+## ::: ultralytics.models.yolo.detect.predict.DetectionPredictor
+
 <br><br>
--- a/docs/en/reference/models/yolo/detect/train.md
+++ b/docs/en/reference/models/yolo/detect/train.md
@ -9,6 +9,8 @@ keywords: Ultralytics YOLO, YOLO, Detection Trainer, Model Training, Machine Lea

    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 🙏!

---
-## ::: ultralytics.models.yolo.detect.train.DetectionTrainer
+<br><br>
+
+## ::: ultralytics.models.yolo.detect.train.DetectionTrainer
+
 <br><br>
--- a/docs/en/reference/models/yolo/detect/val.md
+++ b/docs/en/reference/models/yolo/detect/val.md
@ -9,6 +9,8 @@ keywords: Ultralytics, YOLO, Detection Validator, model valuation, precision, re

    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 🙏!

---
-## ::: ultralytics.models.yolo.detect.val.DetectionValidator
+<br><br>
+
+## ::: ultralytics.models.yolo.detect.val.DetectionValidator
+
 <br><br>
--- a/docs/en/reference/models/yolo/model.md
+++ b/docs/en/reference/models/yolo/model.md
@ -9,6 +9,8 @@ keywords: Ultralytics YOLO, YOLO, YOLO model, Model Training, Machine Learning,

    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 🙏!

---
-## ::: ultralytics.models.yolo.model.YOLO
+<br><br>
+
+## ::: ultralytics.models.yolo.model.YOLO
+
 <br><br>
--- a/docs/en/reference/models/yolo/pose/predict.md
+++ b/docs/en/reference/models/yolo/pose/predict.md
@ -9,6 +9,8 @@ keywords: Ultralytics, YOLO, PosePredictor, machine learning, AI, predictive mod

    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 🙏!

---
-## ::: ultralytics.models.yolo.pose.predict.PosePredictor
+<br><br>
+
+## ::: ultralytics.models.yolo.pose.predict.PosePredictor
+
 <br><br>
--- a/docs/en/reference/models/yolo/pose/train.md
+++ b/docs/en/reference/models/yolo/pose/train.md
@ -9,6 +9,8 @@ keywords: Ultralytics, YOLO, PoseTrainer, pose training, AI modeling, custom dat

    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 🙏!

---
-## ::: ultralytics.models.yolo.pose.train.PoseTrainer
+<br><br>
+
+## ::: ultralytics.models.yolo.pose.train.PoseTrainer
+
 <br><br>
--- a/docs/en/reference/models/yolo/pose/val.md
+++ b/docs/en/reference/models/yolo/pose/val.md
@ -9,6 +9,8 @@ keywords: PoseValidator, Ultralytics, YOLO, Object detection, Pose validation

    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 🙏!

---
-## ::: ultralytics.models.yolo.pose.val.PoseValidator
+<br><br>
+
+## ::: ultralytics.models.yolo.pose.val.PoseValidator
+
 <br><br>
--- a/docs/en/reference/models/yolo/segment/predict.md
+++ b/docs/en/reference/models/yolo/segment/predict.md
@ -9,6 +9,8 @@ keywords: YOLO, Ultralytics, object detection, segmentation predictor

    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 🙏!

---
-## ::: ultralytics.models.yolo.segment.predict.SegmentationPredictor
+<br><br>
+
+## ::: ultralytics.models.yolo.segment.predict.SegmentationPredictor
+
 <br><br>
--- a/docs/en/reference/models/yolo/segment/train.md
+++ b/docs/en/reference/models/yolo/segment/train.md
@ -9,6 +9,8 @@ keywords: Ultralytics, YOLO, SegmentationTrainer, image segmentation, object det

    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 🙏!

---
-## ::: ultralytics.models.yolo.segment.train.SegmentationTrainer
+<br><br>
+
+## ::: ultralytics.models.yolo.segment.train.SegmentationTrainer
+
 <br><br>
--- a/docs/en/reference/models/yolo/segment/val.md
+++ b/docs/en/reference/models/yolo/segment/val.md
@ -9,6 +9,8 @@ keywords: Ultralytics, YOLO, SegmentationValidator, model segmentation, image cl

    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 🙏!

---
-## ::: ultralytics.models.yolo.segment.val.SegmentationValidator
+<br><br>
+
+## ::: ultralytics.models.yolo.segment.val.SegmentationValidator
+
 <br><br>