Update prediction Results docs (#4139)
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
This commit is contained in:
Glenn Jocher
GitHub
@ -3,12 +3,16 @@ description: Get to know more about Ultralytics nn.autobackend.check_class_names
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keywords: Ultralytics, AutoBackend, check_class_names, YOLO, YOLO models, optimization
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---
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## AutoBackend
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# Reference for `ultralytics/nn/autobackend.py`
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!!! note
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Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/autobackend.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/autobackend.py).
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---
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### ::: ultralytics.nn.autobackend.AutoBackend
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## ::: ultralytics.nn.autobackend.AutoBackend
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<br><br>
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## check_class_names
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---
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### ::: ultralytics.nn.autobackend.check_class_names
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## ::: ultralytics.nn.autobackend.check_class_names
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<br><br>
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@ -3,87 +3,76 @@ description: Explore Ultralytics YOLO neural network modules, Proto to Bottlenec
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keywords: YOLO, Ultralytics, neural network, nn.modules.block, Proto, HGBlock, SPPF, C2, C3, RepC3, C3Ghost, Bottleneck, BottleneckCSP
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---
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## DFL
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# Reference for `ultralytics/nn/modules/block.py`
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!!! note
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Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/modules/block.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/modules/block.py).
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---
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### ::: ultralytics.nn.modules.block.DFL
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## ::: ultralytics.nn.modules.block.DFL
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<br><br>
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## Proto
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---
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### ::: ultralytics.nn.modules.block.Proto
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## ::: ultralytics.nn.modules.block.Proto
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<br><br>
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## HGStem
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---
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### ::: ultralytics.nn.modules.block.HGStem
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## ::: ultralytics.nn.modules.block.HGStem
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<br><br>
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## HGBlock
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---
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### ::: ultralytics.nn.modules.block.HGBlock
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## ::: ultralytics.nn.modules.block.HGBlock
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<br><br>
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## SPP
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---
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### ::: ultralytics.nn.modules.block.SPP
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## ::: ultralytics.nn.modules.block.SPP
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<br><br>
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## SPPF
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---
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### ::: ultralytics.nn.modules.block.SPPF
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## ::: ultralytics.nn.modules.block.SPPF
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<br><br>
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## C1
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---
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### ::: ultralytics.nn.modules.block.C1
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## ::: ultralytics.nn.modules.block.C1
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<br><br>
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## C2
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---
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### ::: ultralytics.nn.modules.block.C2
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## ::: ultralytics.nn.modules.block.C2
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<br><br>
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## C2f
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---
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### ::: ultralytics.nn.modules.block.C2f
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## ::: ultralytics.nn.modules.block.C2f
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<br><br>
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## C3
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---
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### ::: ultralytics.nn.modules.block.C3
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## ::: ultralytics.nn.modules.block.C3
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<br><br>
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## C3x
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---
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### ::: ultralytics.nn.modules.block.C3x
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## ::: ultralytics.nn.modules.block.C3x
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<br><br>
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## RepC3
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---
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### ::: ultralytics.nn.modules.block.RepC3
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## ::: ultralytics.nn.modules.block.RepC3
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<br><br>
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## C3TR
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---
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### ::: ultralytics.nn.modules.block.C3TR
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## ::: ultralytics.nn.modules.block.C3TR
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<br><br>
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## C3Ghost
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---
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### ::: ultralytics.nn.modules.block.C3Ghost
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## ::: ultralytics.nn.modules.block.C3Ghost
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<br><br>
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## GhostBottleneck
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---
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### ::: ultralytics.nn.modules.block.GhostBottleneck
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## ::: ultralytics.nn.modules.block.GhostBottleneck
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<br><br>
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## Bottleneck
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---
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### ::: ultralytics.nn.modules.block.Bottleneck
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## ::: ultralytics.nn.modules.block.Bottleneck
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<br><br>
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## BottleneckCSP
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---
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### ::: ultralytics.nn.modules.block.BottleneckCSP
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## ::: ultralytics.nn.modules.block.BottleneckCSP
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<br><br>
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@ -3,72 +3,64 @@ description: Explore various Ultralytics convolution modules including Conv2, DW
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keywords: Ultralytics, Convolution Modules, Conv2, DWConv, ConvTranspose, GhostConv, ChannelAttention, CBAM, autopad
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---
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## Conv
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# Reference for `ultralytics/nn/modules/conv.py`
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!!! note
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Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/modules/conv.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/modules/conv.py).
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---
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### ::: ultralytics.nn.modules.conv.Conv
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## ::: ultralytics.nn.modules.conv.Conv
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<br><br>
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## Conv2
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---
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### ::: ultralytics.nn.modules.conv.Conv2
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## ::: ultralytics.nn.modules.conv.Conv2
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<br><br>
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## LightConv
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---
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### ::: ultralytics.nn.modules.conv.LightConv
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## ::: ultralytics.nn.modules.conv.LightConv
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<br><br>
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## DWConv
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---
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### ::: ultralytics.nn.modules.conv.DWConv
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## ::: ultralytics.nn.modules.conv.DWConv
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<br><br>
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## DWConvTranspose2d
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---
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### ::: ultralytics.nn.modules.conv.DWConvTranspose2d
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## ::: ultralytics.nn.modules.conv.DWConvTranspose2d
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<br><br>
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## ConvTranspose
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---
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### ::: ultralytics.nn.modules.conv.ConvTranspose
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## ::: ultralytics.nn.modules.conv.ConvTranspose
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<br><br>
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## Focus
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---
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### ::: ultralytics.nn.modules.conv.Focus
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## ::: ultralytics.nn.modules.conv.Focus
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<br><br>
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## GhostConv
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---
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### ::: ultralytics.nn.modules.conv.GhostConv
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## ::: ultralytics.nn.modules.conv.GhostConv
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<br><br>
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## RepConv
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---
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### ::: ultralytics.nn.modules.conv.RepConv
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## ::: ultralytics.nn.modules.conv.RepConv
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<br><br>
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## ChannelAttention
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---
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### ::: ultralytics.nn.modules.conv.ChannelAttention
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## ::: ultralytics.nn.modules.conv.ChannelAttention
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<br><br>
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## SpatialAttention
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---
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### ::: ultralytics.nn.modules.conv.SpatialAttention
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## ::: ultralytics.nn.modules.conv.SpatialAttention
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<br><br>
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## CBAM
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---
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### ::: ultralytics.nn.modules.conv.CBAM
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## ::: ultralytics.nn.modules.conv.CBAM
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<br><br>
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## Concat
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---
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### ::: ultralytics.nn.modules.conv.Concat
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## ::: ultralytics.nn.modules.conv.Concat
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<br><br>
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## autopad
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---
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### ::: ultralytics.nn.modules.conv.autopad
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## ::: ultralytics.nn.modules.conv.autopad
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<br><br>
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@ -3,27 +3,28 @@ description: Explore docs covering Ultralytics YOLO detection, pose & RTDETRDeco
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keywords: Ultralytics, YOLO, Detection, Pose, RTDETRDecoder, nn modules, guides
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---
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## Detect
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# Reference for `ultralytics/nn/modules/head.py`
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!!! note
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Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/modules/head.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/modules/head.py).
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---
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### ::: ultralytics.nn.modules.head.Detect
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## ::: ultralytics.nn.modules.head.Detect
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<br><br>
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## Segment
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---
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### ::: ultralytics.nn.modules.head.Segment
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## ::: ultralytics.nn.modules.head.Segment
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<br><br>
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## Pose
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---
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### ::: ultralytics.nn.modules.head.Pose
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## ::: ultralytics.nn.modules.head.Pose
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<br><br>
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## Classify
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---
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### ::: ultralytics.nn.modules.head.Classify
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## ::: ultralytics.nn.modules.head.Classify
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<br><br>
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## RTDETRDecoder
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---
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### ::: ultralytics.nn.modules.head.RTDETRDecoder
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## ::: ultralytics.nn.modules.head.RTDETRDecoder
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<br><br>
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@ -3,52 +3,48 @@ description: Learn about Ultralytics transformer encoder, layer, MLP block, Laye
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keywords: Ultralytics, Ultralytics documentation, TransformerEncoderLayer, TransformerLayer, MLPBlock, LayerNorm2d, DeformableTransformerDecoderLayer
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---
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## TransformerEncoderLayer
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# Reference for `ultralytics/nn/modules/transformer.py`
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!!! note
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Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/modules/transformer.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/modules/transformer.py).
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---
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### ::: ultralytics.nn.modules.transformer.TransformerEncoderLayer
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## ::: ultralytics.nn.modules.transformer.TransformerEncoderLayer
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<br><br>
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## AIFI
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---
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### ::: ultralytics.nn.modules.transformer.AIFI
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## ::: ultralytics.nn.modules.transformer.AIFI
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<br><br>
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## TransformerLayer
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---
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### ::: ultralytics.nn.modules.transformer.TransformerLayer
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## ::: ultralytics.nn.modules.transformer.TransformerLayer
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<br><br>
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## TransformerBlock
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---
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### ::: ultralytics.nn.modules.transformer.TransformerBlock
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## ::: ultralytics.nn.modules.transformer.TransformerBlock
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<br><br>
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## MLPBlock
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---
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### ::: ultralytics.nn.modules.transformer.MLPBlock
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## ::: ultralytics.nn.modules.transformer.MLPBlock
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<br><br>
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## MLP
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---
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### ::: ultralytics.nn.modules.transformer.MLP
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## ::: ultralytics.nn.modules.transformer.MLP
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<br><br>
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## LayerNorm2d
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---
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### ::: ultralytics.nn.modules.transformer.LayerNorm2d
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## ::: ultralytics.nn.modules.transformer.LayerNorm2d
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<br><br>
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## MSDeformAttn
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---
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### ::: ultralytics.nn.modules.transformer.MSDeformAttn
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## ::: ultralytics.nn.modules.transformer.MSDeformAttn
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<br><br>
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## DeformableTransformerDecoderLayer
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---
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### ::: ultralytics.nn.modules.transformer.DeformableTransformerDecoderLayer
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## ::: ultralytics.nn.modules.transformer.DeformableTransformerDecoderLayer
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<br><br>
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## DeformableTransformerDecoder
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---
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### ::: ultralytics.nn.modules.transformer.DeformableTransformerDecoder
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## ::: ultralytics.nn.modules.transformer.DeformableTransformerDecoder
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<br><br>
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@ -3,27 +3,28 @@ description: Explore Ultralytics neural network utils, such as bias_init_with_pr
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keywords: Ultralytics, neural network, nn.modules.utils, bias_init_with_prob, inverse_sigmoid, multi_scale_deformable_attn_pytorch
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---
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## _get_clones
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# Reference for `ultralytics/nn/modules/utils.py`
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!!! note
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Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/modules/utils.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/modules/utils.py).
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---
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### ::: ultralytics.nn.modules.utils._get_clones
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## ::: ultralytics.nn.modules.utils._get_clones
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<br><br>
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## bias_init_with_prob
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---
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### ::: ultralytics.nn.modules.utils.bias_init_with_prob
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## ::: ultralytics.nn.modules.utils.bias_init_with_prob
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<br><br>
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## linear_init_
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---
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### ::: ultralytics.nn.modules.utils.linear_init_
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## ::: ultralytics.nn.modules.utils.linear_init_
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<br><br>
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## inverse_sigmoid
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---
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### ::: ultralytics.nn.modules.utils.inverse_sigmoid
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## ::: ultralytics.nn.modules.utils.inverse_sigmoid
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<br><br>
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## multi_scale_deformable_attn_pytorch
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---
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### ::: ultralytics.nn.modules.utils.multi_scale_deformable_attn_pytorch
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## ::: ultralytics.nn.modules.utils.multi_scale_deformable_attn_pytorch
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<br><br>
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@ -1,74 +1,65 @@
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## BaseModel
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# Reference for `ultralytics/nn/tasks.py`
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!!! note
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Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/tasks.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/tasks.py).
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---
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### ::: ultralytics.nn.tasks.BaseModel
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## ::: ultralytics.nn.tasks.BaseModel
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<br><br>
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## DetectionModel
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---
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### ::: ultralytics.nn.tasks.DetectionModel
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## ::: ultralytics.nn.tasks.DetectionModel
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<br><br>
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## SegmentationModel
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---
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### ::: ultralytics.nn.tasks.SegmentationModel
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## ::: ultralytics.nn.tasks.SegmentationModel
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<br><br>
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## PoseModel
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---
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### ::: ultralytics.nn.tasks.PoseModel
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## ::: ultralytics.nn.tasks.PoseModel
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<br><br>
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## ClassificationModel
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---
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### ::: ultralytics.nn.tasks.ClassificationModel
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## ::: ultralytics.nn.tasks.ClassificationModel
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<br><br>
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## RTDETRDetectionModel
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---
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### ::: ultralytics.nn.tasks.RTDETRDetectionModel
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## ::: ultralytics.nn.tasks.RTDETRDetectionModel
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<br><br>
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## Ensemble
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---
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### ::: ultralytics.nn.tasks.Ensemble
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## ::: ultralytics.nn.tasks.Ensemble
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<br><br>
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## temporary_modules
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---
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### ::: ultralytics.nn.tasks.temporary_modules
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## ::: ultralytics.nn.tasks.temporary_modules
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<br><br>
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## torch_safe_load
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---
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### ::: ultralytics.nn.tasks.torch_safe_load
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## ::: ultralytics.nn.tasks.torch_safe_load
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<br><br>
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## attempt_load_weights
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---
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### ::: ultralytics.nn.tasks.attempt_load_weights
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## ::: ultralytics.nn.tasks.attempt_load_weights
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<br><br>
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## attempt_load_one_weight
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---
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### ::: ultralytics.nn.tasks.attempt_load_one_weight
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## ::: ultralytics.nn.tasks.attempt_load_one_weight
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<br><br>
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## parse_model
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---
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### ::: ultralytics.nn.tasks.parse_model
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## ::: ultralytics.nn.tasks.parse_model
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<br><br>
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## yaml_model_load
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---
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### ::: ultralytics.nn.tasks.yaml_model_load
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## ::: ultralytics.nn.tasks.yaml_model_load
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<br><br>
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## guess_model_scale
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---
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### ::: ultralytics.nn.tasks.guess_model_scale
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## ::: ultralytics.nn.tasks.guess_model_scale
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<br><br>
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## guess_model_task
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---
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### ::: ultralytics.nn.tasks.guess_model_task
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## ::: ultralytics.nn.tasks.guess_model_task
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<br><br>
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