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Engine Model and Results Docs improvements (#14564)

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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>
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Glenn Jocher 2024-07-21 20:14:49 +02:00 • committed by GitHub
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4
docs/en/reference/models/sam/modules/decoders.md
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@ -9,11 +9,11 @@ keywords: Ultralytics, MaskDecoder, MLP, machine learning, transformer architect
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 🙏!
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## ::: ultralytics.models.sam.modules.decoders.MaskDecoder
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## ::: ultralytics.models.sam.modules.decoders.MLP

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docs/en/reference/models/sam/modules/encoders.md
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@ -9,43 +9,43 @@ keywords: Ultralytics, SAM encoder, ImageEncoderViT, PromptEncoder, PositionEmbe
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 🙏!
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## ::: ultralytics.models.sam.modules.encoders.ImageEncoderViT
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## ::: ultralytics.models.sam.modules.encoders.PromptEncoder
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## ::: ultralytics.models.sam.modules.encoders.PositionEmbeddingRandom
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## ::: ultralytics.models.sam.modules.encoders.Block
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## ::: ultralytics.models.sam.modules.encoders.Attention
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## ::: ultralytics.models.sam.modules.encoders.PatchEmbed
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## ::: 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

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docs/en/reference/models/sam/modules/sam.md
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@ -9,7 +9,7 @@ keywords: Ultralytics, Sam Module, object segmentation, image encoder, mask deco
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 🙏!
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## ::: ultralytics.models.sam.modules.sam.Sam

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docs/en/reference/models/sam/modules/tiny_encoder.md
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@ -9,47 +9,47 @@ keywords: Ultralytics, TinyViT, Conv2d_BN, PatchEmbed, MBConv, Attention, PyTorc
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 🙏!
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## ::: ultralytics.models.sam.modules.tiny_encoder.Conv2d_BN
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## ::: ultralytics.models.sam.modules.tiny_encoder.PatchEmbed
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## ::: ultralytics.models.sam.modules.tiny_encoder.MBConv
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## ::: ultralytics.models.sam.modules.tiny_encoder.PatchMerging
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## ::: ultralytics.models.sam.modules.tiny_encoder.ConvLayer
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## ::: ultralytics.models.sam.modules.tiny_encoder.Mlp
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## ::: ultralytics.models.sam.modules.tiny_encoder.Attention
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## ::: ultralytics.models.sam.modules.tiny_encoder.TinyViTBlock
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## ::: ultralytics.models.sam.modules.tiny_encoder.BasicLayer
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## ::: ultralytics.models.sam.modules.tiny_encoder.LayerNorm2d
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## ::: ultralytics.models.sam.modules.tiny_encoder.TinyViT

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docs/en/reference/models/sam/modules/transformer.md
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@ -9,15 +9,15 @@ keywords: Ultralytics, TwoWayTransformer, module, deep learning, transformer, ob
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 🙏!
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## ::: ultralytics.models.sam.modules.transformer.TwoWayTransformer
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## ::: ultralytics.models.sam.modules.transformer.TwoWayAttentionBlock
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## ::: ultralytics.models.sam.modules.transformer.Attention