Add Ultralytics ViT Docs (#3230)

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docs/reference/vit/sam/amg.md

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+---
+description: Explore and learn about functions in Ultralytics MaskData library such as mask_to_rle_pytorch, area_from_rle, generate_crop_boxes, and more.
+keywords: Ultralytics, SAM, MaskData, mask_to_rle_pytorch, area_from_rle, generate_crop_boxes, batched_mask_to_box, documentation
+---
+
+## MaskData
+---
+### ::: ultralytics.vit.sam.amg.MaskData
+<br><br>
+
+## is_box_near_crop_edge
+---
+### ::: ultralytics.vit.sam.amg.is_box_near_crop_edge
+<br><br>
+
+## box_xyxy_to_xywh
+---
+### ::: ultralytics.vit.sam.amg.box_xyxy_to_xywh
+<br><br>
+
+## batch_iterator
+---
+### ::: ultralytics.vit.sam.amg.batch_iterator
+<br><br>
+
+## mask_to_rle_pytorch
+---
+### ::: ultralytics.vit.sam.amg.mask_to_rle_pytorch
+<br><br>
+
+## rle_to_mask
+---
+### ::: ultralytics.vit.sam.amg.rle_to_mask
+<br><br>
+
+## area_from_rle
+---
+### ::: ultralytics.vit.sam.amg.area_from_rle
+<br><br>
+
+## calculate_stability_score
+---
+### ::: ultralytics.vit.sam.amg.calculate_stability_score
+<br><br>
+
+## build_point_grid
+---
+### ::: ultralytics.vit.sam.amg.build_point_grid
+<br><br>
+
+## build_all_layer_point_grids
+---
+### ::: ultralytics.vit.sam.amg.build_all_layer_point_grids
+<br><br>
+
+## generate_crop_boxes
+---
+### ::: ultralytics.vit.sam.amg.generate_crop_boxes
+<br><br>
+
+## uncrop_boxes_xyxy
+---
+### ::: ultralytics.vit.sam.amg.uncrop_boxes_xyxy
+<br><br>
+
+## uncrop_points
+---
+### ::: ultralytics.vit.sam.amg.uncrop_points
+<br><br>
+
+## uncrop_masks
+---
+### ::: ultralytics.vit.sam.amg.uncrop_masks
+<br><br>
+
+## remove_small_regions
+---
+### ::: ultralytics.vit.sam.amg.remove_small_regions
+<br><br>
+
+## coco_encode_rle
+---
+### ::: ultralytics.vit.sam.amg.coco_encode_rle
+<br><br>
+
+## batched_mask_to_box
+---
+### ::: ultralytics.vit.sam.amg.batched_mask_to_box
+<br><br>

docs/reference/vit/sam/autosize.md

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+---
+description: Learn how to use the ResizeLongestSide module in Ultralytics YOLO for automatic image resizing. Resize your images with ease.
+keywords: ResizeLongestSide, Ultralytics YOLO, automatic image resizing, image resizing
+---
+
+## ResizeLongestSide
+---
+### ::: ultralytics.vit.sam.autosize.ResizeLongestSide
+<br><br>

docs/reference/vit/sam/build.md

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+---
+description: Learn how to build SAM and VIT models with Ultralytics YOLO Docs. Enhance your understanding of computer vision models today!.
+keywords: SAM, VIT, computer vision models, build SAM models, build VIT models, Ultralytics YOLO Docs
+---
+
+## build_sam_vit_h
+---
+### ::: ultralytics.vit.sam.build.build_sam_vit_h
+<br><br>
+
+## build_sam_vit_l
+---
+### ::: ultralytics.vit.sam.build.build_sam_vit_l
+<br><br>
+
+## build_sam_vit_b
+---
+### ::: ultralytics.vit.sam.build.build_sam_vit_b
+<br><br>
+
+## _build_sam
+---
+### ::: ultralytics.vit.sam.build._build_sam
+<br><br>
+
+## build_sam
+---
+### ::: ultralytics.vit.sam.build.build_sam
+<br><br>

docs/reference/vit/sam/model.md

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+---
+description: Learn about the Ultralytics VIT SAM model for object detection and how it can help streamline your computer vision workflow. Check out the documentation for implementation details and examples.
+keywords: Ultralytics, VIT, SAM, object detection, computer vision, deep learning, implementation, examples
+---
+
+## SAM
+---
+### ::: ultralytics.vit.sam.model.SAM
+<br><br>

docs/reference/vit/sam/modules/decoders.md

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+## MaskDecoder
+---
+### ::: ultralytics.vit.sam.modules.decoders.MaskDecoder
+<br><br>
+
+## MLP
+---
+### ::: ultralytics.vit.sam.modules.decoders.MLP
+<br><br>

docs/reference/vit/sam/modules/encoders.md

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+---
+description: Learn about Ultralytics ViT encoder, position embeddings, attention, window partition, and more in our comprehensive documentation.
+keywords: Ultralytics YOLO, ViT Encoder, Position Embeddings, Attention, Window Partition, Rel Pos Encoding
+---
+
+## ImageEncoderViT
+---
+### ::: ultralytics.vit.sam.modules.encoders.ImageEncoderViT
+<br><br>
+
+## PromptEncoder
+---
+### ::: ultralytics.vit.sam.modules.encoders.PromptEncoder
+<br><br>
+
+## PositionEmbeddingRandom
+---
+### ::: ultralytics.vit.sam.modules.encoders.PositionEmbeddingRandom
+<br><br>
+
+## Block
+---
+### ::: ultralytics.vit.sam.modules.encoders.Block
+<br><br>
+
+## Attention
+---
+### ::: ultralytics.vit.sam.modules.encoders.Attention
+<br><br>
+
+## PatchEmbed
+---
+### ::: ultralytics.vit.sam.modules.encoders.PatchEmbed
+<br><br>
+
+## window_partition
+---
+### ::: ultralytics.vit.sam.modules.encoders.window_partition
+<br><br>
+
+## window_unpartition
+---
+### ::: ultralytics.vit.sam.modules.encoders.window_unpartition
+<br><br>
+
+## get_rel_pos
+---
+### ::: ultralytics.vit.sam.modules.encoders.get_rel_pos
+<br><br>
+
+## add_decomposed_rel_pos
+---
+### ::: ultralytics.vit.sam.modules.encoders.add_decomposed_rel_pos
+<br><br>

docs/reference/vit/sam/modules/mask_generator.md

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+---
+description: Learn about the SamAutomaticMaskGenerator module in Ultralytics YOLO, an automatic mask generator for image segmentation.
+keywords: SamAutomaticMaskGenerator, Ultralytics YOLO, automatic mask generator, image segmentation
+---
+
+## SamAutomaticMaskGenerator
+---
+### ::: ultralytics.vit.sam.modules.mask_generator.SamAutomaticMaskGenerator
+<br><br>

docs/reference/vit/sam/modules/prompt_predictor.md

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+---
+description: Learn about PromptPredictor - a module in Ultralytics VIT SAM that predicts image captions based on prompts. Get started today!.
+keywords: PromptPredictor, Ultralytics, YOLO, VIT SAM, image captioning, deep learning, computer vision
+---
+
+## PromptPredictor
+---
+### ::: ultralytics.vit.sam.modules.prompt_predictor.PromptPredictor
+<br><br>

docs/reference/vit/sam/modules/sam.md

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+---
+description: Explore the Sam module in Ultralytics VIT, a PyTorch-based vision library, and learn how to improve your image classification and segmentation tasks.
+keywords: Ultralytics VIT, Sam module, PyTorch vision library, image classification, segmentation tasks
+---
+
+## Sam
+---
+### ::: ultralytics.vit.sam.modules.sam.Sam
+<br><br>

docs/reference/vit/sam/modules/transformer.md

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+---
+description: Explore the Attention and TwoWayTransformer modules in Ultralytics YOLO documentation. Learn how to integrate them in your project efficiently.
+keywords: Ultralytics YOLO, Attention module, TwoWayTransformer module, Object Detection, Deep Learning
+---
+
+## TwoWayTransformer
+---
+### ::: ultralytics.vit.sam.modules.transformer.TwoWayTransformer
+<br><br>
+
+## TwoWayAttentionBlock
+---
+### ::: ultralytics.vit.sam.modules.transformer.TwoWayAttentionBlock
+<br><br>
+
+## Attention
+---
+### ::: ultralytics.vit.sam.modules.transformer.Attention
+<br><br>

docs/reference/vit/sam/predict.md

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+---
+description: The VIT SAM Predictor from Ultralytics provides object detection capabilities for YOLO. Learn how to use it and speed up your object detection models.
+keywords: Ultralytics, VIT SAM Predictor, object detection, YOLO
+---
+
+## Predictor
+---
+### ::: ultralytics.vit.sam.predict.Predictor
+<br><br>