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https://github.com/open-mmlab/mmsegmentation.git
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dd47cef801
## Motivation Support SOTA real-time semantic segmentation method in [Paper with code](https://paperswithcode.com/task/real-time-semantic-segmentation) Paper: https://arxiv.org/pdf/2206.02066.pdf Official repo: https://github.com/XuJiacong/PIDNet ## Current results **Cityscapes** |Model|Ref mIoU|mIoU (ours)| |---|---|---| |PIDNet-S|78.8|78.74| |PIDNet-M|79.9|80.22| |PIDNet-L|80.9|80.89| ## TODO - [x] Support inference with official weights - [x] Support training on Cityscapes - [x] Update docstring - [x] Add unit test
45 lines
1.7 KiB
Python
45 lines
1.7 KiB
Python
# Copyright (c) OpenMMLab. All rights reserved.
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from .ann_head import ANNHead
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from .apc_head import APCHead
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from .aspp_head import ASPPHead
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from .cc_head import CCHead
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from .da_head import DAHead
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from .dm_head import DMHead
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from .dnl_head import DNLHead
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from .dpt_head import DPTHead
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from .ema_head import EMAHead
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from .enc_head import EncHead
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from .fcn_head import FCNHead
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from .fpn_head import FPNHead
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from .gc_head import GCHead
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from .isa_head import ISAHead
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from .knet_head import IterativeDecodeHead, KernelUpdateHead, KernelUpdator
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from .lraspp_head import LRASPPHead
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from .mask2former_head import Mask2FormerHead
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from .maskformer_head import MaskFormerHead
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from .nl_head import NLHead
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from .ocr_head import OCRHead
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from .pid_head import PIDHead
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from .point_head import PointHead
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from .psa_head import PSAHead
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from .psp_head import PSPHead
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from .segformer_head import SegformerHead
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from .segmenter_mask_head import SegmenterMaskTransformerHead
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from .sep_aspp_head import DepthwiseSeparableASPPHead
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from .sep_fcn_head import DepthwiseSeparableFCNHead
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from .setr_mla_head import SETRMLAHead
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from .setr_up_head import SETRUPHead
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from .stdc_head import STDCHead
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from .uper_head import UPerHead
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__all__ = [
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'FCNHead', 'PSPHead', 'ASPPHead', 'PSAHead', 'NLHead', 'GCHead', 'CCHead',
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'UPerHead', 'DepthwiseSeparableASPPHead', 'ANNHead', 'DAHead', 'OCRHead',
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'EncHead', 'DepthwiseSeparableFCNHead', 'FPNHead', 'EMAHead', 'DNLHead',
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'PointHead', 'APCHead', 'DMHead', 'LRASPPHead', 'SETRUPHead',
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'SETRMLAHead', 'DPTHead', 'SETRMLAHead', 'SegmenterMaskTransformerHead',
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'SegformerHead', 'ISAHead', 'STDCHead', 'IterativeDecodeHead',
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'KernelUpdateHead', 'KernelUpdator', 'MaskFormerHead', 'Mask2FormerHead',
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'PIDHead'
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]
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