repo stringlengths 2 99 | file stringlengths 13 225 | code stringlengths 0 18.3M | file_length int64 0 18.3M | avg_line_length float64 0 1.36M | max_line_length int64 0 4.26M | extension_type stringclasses 1
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ERD | ERD-main/mmdet/models/layers/bbox_nms.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional, Tuple, Union
import torch
from mmcv.ops.nms import batched_nms
from torch import Tensor
from mmdet.structures.bbox import bbox_overlaps
from mmdet.utils import ConfigType
def multiclass_nms(
multi_bboxes: Tensor,
multi_scores: Tens... | 6,987 | 36.772973 | 78 | py |
ERD | ERD-main/mmdet/models/layers/res_layer.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional
from mmcv.cnn import build_conv_layer, build_norm_layer
from mmengine.model import BaseModule, Sequential
from torch import Tensor
from torch import nn as nn
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
class ResLayer(S... | 6,843 | 33.918367 | 79 | py |
ERD | ERD-main/mmdet/models/layers/brick_wrappers.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn.bricks.wrappers import NewEmptyTensorOp, obsolete_torch_version
if torch.__version__ == 'parrots':
TORCH_VERSION = torch.__version__
else:
# torch.__version__ could be 1.3.1+cu92, we... | 1,856 | 34.711538 | 77 | py |
ERD | ERD-main/mmdet/models/layers/matrix_nms.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch
def mask_matrix_nms(masks,
labels,
scores,
filter_thr=-1,
nms_pre=-1,
max_num=-1,
kernel='gaussian',
sigma=2.0,
... | 4,622 | 36.893443 | 77 | py |
ERD | ERD-main/mmdet/models/layers/positional_encoding.py | # Copyright (c) OpenMMLab. All rights reserved.
import math
import torch
import torch.nn as nn
from mmengine.model import BaseModule
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.utils import MultiConfig, OptMultiConfig
@MODELS.register_module()
class SinePositionalEncoding(BaseModule):
... | 6,710 | 38.710059 | 79 | py |
ERD | ERD-main/mmdet/models/layers/inverted_residual.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch.nn as nn
import torch.utils.checkpoint as cp
from mmcv.cnn import ConvModule
from mmcv.cnn.bricks import DropPath
from mmengine.model import BaseModule
from .se_layer import SELayer
class InvertedResidual(BaseModule):
"""Inverted Residual Block.
A... | 4,383 | 32.465649 | 78 | py |
ERD | ERD-main/mmdet/models/layers/activations.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch
import torch.nn as nn
from mmengine.utils import digit_version
from mmdet.registry import MODELS
if digit_version(torch.__version__) >= digit_version('1.7.0'):
from torch.nn import SiLU
else:
class SiLU(nn.Module):
"""Sigmoid Weighted Liner... | 557 | 23.26087 | 62 | py |
ERD | ERD-main/mmdet/models/layers/__init__.py | # Copyright (c) OpenMMLab. All rights reserved.
from .activations import SiLU
from .bbox_nms import fast_nms, multiclass_nms
from .brick_wrappers import AdaptiveAvgPool2d, adaptive_avg_pool2d
from .conv_upsample import ConvUpsample
from .csp_layer import CSPLayer
from .dropblock import DropBlock
from .ema import ExpMom... | 3,342 | 52.919355 | 79 | py |
ERD | ERD-main/mmdet/models/layers/ema.py | # Copyright (c) OpenMMLab. All rights reserved.
import math
from typing import Optional
import torch
import torch.nn as nn
from mmengine.model import ExponentialMovingAverage
from torch import Tensor
from mmdet.registry import MODELS
@MODELS.register_module()
class ExpMomentumEMA(ExponentialMovingAverage):
"""E... | 2,614 | 38.029851 | 78 | py |
ERD | ERD-main/mmdet/models/layers/transformer/dino_layers.py | # Copyright (c) OpenMMLab. All rights reserved.
import warnings
from typing import Tuple, Union
import torch
from mmengine.model import BaseModule
from torch import Tensor, nn
from mmdet.structures import SampleList
from mmdet.structures.bbox import bbox_xyxy_to_cxcywh
from mmdet.utils import OptConfigType
from .defo... | 26,710 | 47.301989 | 79 | py |
ERD | ERD-main/mmdet/models/layers/transformer/utils.py | # Copyright (c) OpenMMLab. All rights reserved.
import math
import warnings
from typing import Optional, Sequence, Tuple, Union
import torch
import torch.nn.functional as F
from mmcv.cnn import (Linear, build_activation_layer, build_conv_layer,
build_norm_layer)
from mmcv.cnn.bricks.drop import D... | 35,539 | 39.524515 | 79 | py |
ERD | ERD-main/mmdet/models/layers/transformer/dab_detr_layers.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List
import torch
import torch.nn as nn
from mmcv.cnn import build_norm_layer
from mmcv.cnn.bricks.transformer import FFN
from mmengine.model import ModuleList
from torch import Tensor
from .detr_layers import (DetrTransformerDecoder, DetrTransformerD... | 11,683 | 38.076923 | 79 | py |
ERD | ERD-main/mmdet/models/layers/transformer/deformable_detr_layers.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional, Tuple, Union
import torch
from mmcv.cnn import build_norm_layer
from mmcv.cnn.bricks.transformer import FFN, MultiheadAttention
from mmcv.ops import MultiScaleDeformableAttention
from mmengine.model import ModuleList
from torch import Tensor,... | 11,274 | 43.920319 | 79 | py |
ERD | ERD-main/mmdet/models/layers/transformer/__init__.py | # Copyright (c) OpenMMLab. All rights reserved.
from .conditional_detr_layers import (ConditionalDetrTransformerDecoder,
ConditionalDetrTransformerDecoderLayer)
from .dab_detr_layers import (DABDetrTransformerDecoder,
DABDetrTransformerDecoderLayer,
... | 2,127 | 58.111111 | 78 | py |
ERD | ERD-main/mmdet/models/layers/transformer/conditional_detr_layers.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch
from mmcv.cnn import build_norm_layer
from mmcv.cnn.bricks.transformer import FFN
from torch import Tensor
from torch.nn import ModuleList
from .detr_layers import DetrTransformerDecoder, DetrTransformerDecoderLayer
from .utils import MLP, ConditionalAttenti... | 7,563 | 43.233918 | 78 | py |
ERD | ERD-main/mmdet/models/layers/transformer/mask2former_layers.py | # Copyright (c) OpenMMLab. All rights reserved.
from mmcv.cnn import build_norm_layer
from mmengine.model import ModuleList
from torch import Tensor
from .deformable_detr_layers import DeformableDetrTransformerEncoder
from .detr_layers import DetrTransformerDecoder, DetrTransformerDecoderLayer
class Mask2FormerTrans... | 5,960 | 42.830882 | 79 | py |
ERD | ERD-main/mmdet/models/layers/transformer/detr_layers.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Union
import torch
from mmcv.cnn import build_norm_layer
from mmcv.cnn.bricks.transformer import FFN, MultiheadAttention
from mmengine import ConfigDict
from mmengine.model import BaseModule, ModuleList
from torch import Tensor
from mmdet.utils import... | 13,965 | 38.340845 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/nasfcos_head.py | # Copyright (c) OpenMMLab. All rights reserved.
import copy
import torch.nn as nn
from mmcv.cnn import ConvModule, Scale
from mmdet.models.dense_heads.fcos_head import FCOSHead
from mmdet.registry import MODELS
from mmdet.utils import OptMultiConfig
@MODELS.register_module()
class NASFCOSHead(FCOSHead):
"""Anch... | 4,776 | 40.53913 | 113 | py |
ERD | ERD-main/mmdet/models/dense_heads/reppoints_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, List, Sequence, Tuple
import numpy as np
import torch
import torch.nn as nn
from mmcv.cnn import ConvModule
from mmcv.ops import DeformConv2d
from mmengine.config import ConfigDict
from mmengine.structures import InstanceData
from torch import Te... | 40,982 | 45.256208 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/solov2_head.py | # Copyright (c) OpenMMLab. All rights reserved.
import warnings
from typing import List, Optional, Tuple
import mmcv
import numpy as np
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import ConvModule
from mmengine.model import BaseModule
from mmengine.structures import InstanceData
f... | 33,478 | 40.84875 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/cascade_rpn_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from __future__ import division
import copy
from typing import Dict, List, Optional, Tuple, Union
import torch
import torch.nn as nn
from mmcv.ops import DeformConv2d
from mmengine.config import ConfigDict
from mmengine.model import BaseModule, ModuleList
from mmengine.s... | 48,358 | 42.527453 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/vfnet_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Tuple, Union
import numpy as np
import torch
import torch.nn as nn
from mmcv.cnn import ConvModule, Scale
from mmcv.ops import DeformConv2d
from torch import Tensor
from mmdet.registry import MODELS, TASK_UTILS
from mmdet.structures.bbox import ... | 30,913 | 41.757953 | 81 | py |
ERD | ERD-main/mmdet/models/dense_heads/centernet_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Tuple
import torch
import torch.nn as nn
from mmcv.ops import batched_nms
from mmengine.config import ConfigDict
from mmengine.model import bias_init_with_prob, normal_init
from mmengine.structures import InstanceData
from torch import ... | 19,870 | 43.354911 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/rtmdet_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Tuple, Union
import torch
import torch.nn as nn
from mmcv.cnn import ConvModule, DepthwiseSeparableConvModule, Scale, is_norm
from mmengine.model import bias_init_with_prob, constant_init, normal_init
from mmengine.structures import Ins... | 29,566 | 41.665224 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/fsaf_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, List, Optional, Tuple
import numpy as np
import torch
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.utils import InstanceList, OptInstanceList, OptMultiConfig
from ..losses.acc... | 20,957 | 44.660131 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/atss_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Sequence, Tuple
import torch
import torch.nn as nn
from mmcv.cnn import ConvModule, Scale
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.utils import (ConfigType, Inst... | 23,314 | 43.409524 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/detr_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, List, Tuple
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import Linear
from mmcv.cnn.bricks.transformer import FFN
from mmengine.model import BaseModule
from mmengine.structures import InstanceData
from torch i... | 28,137 | 44.752846 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/rpn_head.py | # Copyright (c) OpenMMLab. All rights reserved.
import copy
from typing import List, Optional, Tuple
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import ConvModule
from mmcv.ops import batched_nms
from mmengine.config import ConfigDict
from mmengine.structures import InstanceData
fr... | 12,882 | 41.518152 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/anchor_head.py | # Copyright (c) OpenMMLab. All rights reserved.
import warnings
from typing import List, Optional, Tuple, Union
import torch
import torch.nn as nn
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import MODELS, TASK_UTILS
from mmdet.structures.bbox import BaseBoxes, cat_boxes,... | 24,816 | 45.736347 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/yolox_head.py | # Copyright (c) OpenMMLab. All rights reserved.
import math
from typing import List, Optional, Sequence, Tuple, Union
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import ConvModule, DepthwiseSeparableConvModule
from mmcv.ops.nms import batched_nms
from mmengine.config import ConfigD... | 26,925 | 42.499192 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/retina_head.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch.nn as nn
from mmcv.cnn import ConvModule
from mmdet.registry import MODELS
from .anchor_head import AnchorHead
@MODELS.register_module()
class RetinaHead(AnchorHead):
r"""An anchor-based head used in `RetinaNet
<https://arxiv.org/pdf/1708.02002.pdf... | 4,284 | 34.413223 | 76 | py |
ERD | ERD-main/mmdet/models/dense_heads/rtmdet_ins_head.py | # Copyright (c) OpenMMLab. All rights reserved.
import copy
import math
from typing import List, Optional, Tuple
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import ConvModule, is_norm
from mmcv.ops import batched_nms
from mmengine.model import (BaseModule, bias_init_with_prob, cons... | 43,632 | 41.157488 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/ga_rpn_head.py | # Copyright (c) OpenMMLab. All rights reserved.
import copy
from typing import List, Tuple
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.ops import nms
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.utils import ConfigT... | 9,455 | 41.403587 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/tood_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Tuple
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import ConvModule, Scale
from mmcv.ops import deform_conv2d
from mmengine import MessageHub
from mmengine.config import ConfigDict
from mmengine.mode... | 36,487 | 44.270471 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/deformable_detr_head.py | # Copyright (c) OpenMMLab. All rights reserved.
import copy
from typing import Dict, List, Tuple
import torch
import torch.nn as nn
from mmcv.cnn import Linear
from mmengine.model import bias_init_with_prob, constant_init
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import SampleLi... | 15,707 | 46.744681 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/dab_detr_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Tuple
import torch.nn as nn
from mmcv.cnn import Linear
from mmengine.model import bias_init_with_prob, constant_init
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import SampleList
from mmdet.utils import InstanceLi... | 4,553 | 41.560748 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/ga_retina_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Tuple
import torch.nn as nn
from mmcv.cnn import ConvModule
from mmcv.ops import MaskedConv2d
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.utils import OptConfigType, OptMultiConfig
from .guided_anchor_head import FeatureAdapt... | 4,224 | 33.917355 | 75 | py |
ERD | ERD-main/mmdet/models/dense_heads/ld_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Tuple
import torch
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import SampleList
from mmdet.structures.bbox import bbox_overlaps
from mmdet.utils import ConfigType, InstanceList, OptInstanceList, reduce_mean
... | 10,750 | 40.670543 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/conditional_detr_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Tuple
import torch
import torch.nn as nn
from mmengine.model import bias_init_with_prob
from torch import Tensor
from mmdet.models.layers.transformer import inverse_sigmoid
from mmdet.registry import MODELS
from mmdet.structures import SampleList
from... | 7,186 | 41.526627 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/ssd_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, List, Optional, Sequence, Tuple
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import ConvModule, DepthwiseSeparableConvModule
from torch import Tensor
from mmdet.registry import MODELS, TASK_UTILS
from mmdet.ut... | 15,517 | 41.749311 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/fcos_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, List, Tuple
import torch
import torch.nn as nn
from mmcv.cnn import Scale
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.utils import (ConfigType, InstanceList, MultiConfig,
... | 19,856 | 42.546053 | 113 | py |
ERD | ERD-main/mmdet/models/dense_heads/lad_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional
import torch
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import SampleList
from mmdet.structures.bbox import bbox_overlaps
from mmdet.utils import InstanceList, OptInstanceList
from ..utils import le... | 9,938 | 42.784141 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/yolo_head.py | # Copyright (c) OpenMMLab. All rights reserved.
# Copyright (c) 2019 Western Digital Corporation or its affiliates.
import copy
import warnings
from typing import List, Optional, Sequence, Tuple
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import ConvModule, is_norm
from mmengine.m... | 22,709 | 42.011364 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/centripetal_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Tuple
import torch.nn as nn
from mmcv.cnn import ConvModule
from mmcv.ops import DeformConv2d
from mmengine.model import normal_init
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.utils import (ConfigType, Instan... | 21,678 | 46.128261 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/paa_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Tuple
import numpy as np
import torch
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures.bbox import bbox_overlaps
from mmdet.utils import (ConfigType, Instance... | 33,336 | 44.604651 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/retina_sepbn_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Tuple
import torch.nn as nn
from mmcv.cnn import ConvModule
from mmengine.model import bias_init_with_prob, normal_init
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.utils import OptConfigType, OptMultiConfig
from .anchor_head ... | 4,841 | 36.828125 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/anchor_free_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from abc import abstractmethod
from typing import Any, List, Sequence, Tuple, Union
import torch.nn as nn
from mmcv.cnn import ConvModule
from numpy import ndarray
from torch import Tensor
from mmdet.registry import MODELS, TASK_UTILS
from mmdet.utils import (ConfigType... | 13,049 | 40.037736 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/boxinst_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List
import torch
import torch.nn.functional as F
from mmengine import MessageHub
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.utils import InstanceList
from ..utils.misc import unf... | 10,963 | 42.335968 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/maskformer_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, List, Optional, Tuple, Union
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import Conv2d
from mmengine.model import caffe2_xavier_init
from mmengine.structures import InstanceData, PixelData
from torch import Te... | 26,604 | 43.194352 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/pisa_ssd_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, List, Union
import torch
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.utils import InstanceList, OptInstanceList
from ..losses import CrossEntropyLoss, SmoothL1Loss, carl_loss, isr_p
from ..utils import multi_apply
from ... | 7,998 | 42.710383 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/base_mask_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from abc import ABCMeta, abstractmethod
from typing import List, Tuple, Union
from mmengine.model import BaseModule
from torch import Tensor
from mmdet.structures import SampleList
from mmdet.utils import InstanceList, OptInstanceList, OptMultiConfig
from ..utils import... | 4,989 | 37.682171 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/solo_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Tuple
import mmcv
import numpy as np
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import ConvModule
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.models.utils.misc ... | 52,112 | 40.228639 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/embedding_rpn_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List
import torch
import torch.nn as nn
from mmengine.model import BaseModule
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures.bbox import bbox_cxcywh_to_xyxy
from mmdet.stru... | 5,695 | 41.827068 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/autoassign_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, List, Sequence, Tuple
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import Scale
from mmengine.model import bias_init_with_prob, normal_init
from mmengine.structures import InstanceData
from torch import Tensor
... | 23,317 | 43.415238 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/dino_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, List, Tuple
import torch
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import SampleList
from mmdet.structures.bbox import bbox_cxcywh_to_xyxy, bbox_xyxy_to_cxcywh
f... | 23,047 | 49.43326 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/pisa_retinanet_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List
import torch
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.utils import InstanceList, OptInstanceList
from ..losses import carl_loss, isr_p
from ..utils import images_to_levels
from .retina_head import RetinaHead
@MODELS... | 6,298 | 39.63871 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/gfl_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Sequence, Tuple
import numpy as np
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import ConvModule, Scale
from mmengine.config import ConfigDict
from mmengine.structures import InstanceData
from torch ... | 29,890 | 42.957353 | 116 | py |
ERD | ERD-main/mmdet/models/dense_heads/centernet_update_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, List, Optional, Sequence, Tuple
import torch
import torch.nn as nn
from mmcv.cnn import Scale
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures.bbox import bbox2distance... | 27,030 | 42.2496 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/corner_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from logging import warning
from math import ceil, log
from typing import List, Optional, Sequence, Tuple
import torch
import torch.nn as nn
from mmcv.cnn import ConvModule
from mmcv.ops import CornerPool, batched_nms
from mmengine.config import ConfigDict
from mmengine.... | 49,393 | 44.524424 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/yolact_head.py | # Copyright (c) OpenMMLab. All rights reserved.
import copy
from typing import List, Optional
import numpy as np
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import ConvModule
from mmengine.model import BaseModule, ModuleList
from mmengine.structures import InstanceData
from torch i... | 50,619 | 41.39531 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/__init__.py | # Copyright (c) OpenMMLab. All rights reserved.
from .anchor_free_head import AnchorFreeHead
from .anchor_head import AnchorHead
from .atss_head import ATSSHead
from .autoassign_head import AutoAssignHead
from .boxinst_head import BoxInstBboxHead, BoxInstMaskHead
from .cascade_rpn_head import CascadeRPNHead, StageCasca... | 3,283 | 45.253521 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/base_dense_head.py | # Copyright (c) OpenMMLab. All rights reserved.
import copy
from abc import ABCMeta, abstractmethod
from inspect import signature
from typing import List, Optional, Tuple
import torch
from mmcv.ops import batched_nms
from mmengine.config import ConfigDict
from mmengine.model import BaseModule, constant_init
from mmeng... | 24,198 | 40.866782 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/ddod_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Sequence, Tuple
import torch
import torch.nn as nn
from mmcv.cnn import ConvModule, Scale
from mmengine.model import bias_init_with_prob, normal_init
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.regi... | 36,278 | 44.633962 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/free_anchor_retina_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List
import torch
import torch.nn.functional as F
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures.bbox import bbox_overlaps
from mmdet.utils import InstanceList, OptConfigTy... | 12,824 | 39.974441 | 94 | py |
ERD | ERD-main/mmdet/models/dense_heads/guided_anchor_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Tuple
import torch
import torch.nn as nn
from mmcv.ops import DeformConv2d, MaskedConv2d
from mmengine.model import BaseModule
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import MODELS, TAS... | 44,103 | 43.325628 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/yolof_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Tuple
import torch
import torch.nn as nn
from mmcv.cnn import ConvModule, is_norm
from mmengine.model import bias_init_with_prob, constant_init, normal_init
from mmengine.structures import InstanceData
from torch import Tensor
from mmd... | 17,384 | 42.4625 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/sabl_retina_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Tuple, Union
import numpy as np
import torch
import torch.nn as nn
from mmcv.cnn import ConvModule
from mmengine.config import ConfigDict
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import ... | 31,550 | 43.626591 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/fovea_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, List, Optional, Tuple
import torch
import torch.nn as nn
from mmcv.cnn import ConvModule
from mmcv.ops import DeformConv2d
from mmengine.config import ConfigDict
from mmengine.model import BaseModule
from mmengine.structures import InstanceData
f... | 21,448 | 41.056863 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/mask2former_head.py | # Copyright (c) OpenMMLab. All rights reserved.
import copy
from typing import List, Tuple
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import Conv2d
from mmcv.ops import point_sample
from mmengine.model import ModuleList, caffe2_xavier_init
from mmengine.structures import InstanceD... | 21,211 | 44.715517 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/dense_test_mixins.py | # Copyright (c) OpenMMLab. All rights reserved.
import sys
import warnings
from inspect import signature
import torch
from mmcv.ops import batched_nms
from mmengine.structures import InstanceData
from mmdet.structures.bbox import bbox_mapping_back
from ..test_time_augs import merge_aug_proposals
if sys.version_info ... | 9,048 | 40.893519 | 79 | py |
ERD | ERD-main/mmdet/models/dense_heads/gfl_head_increment_erd.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Tuple
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.ops import batched_nms
from torch import Tensor
from mmdet.registry import MODELS, TASK_UTILS
from mmdet.structures import SampleList
from mmdet.structures.bbox i... | 21,772 | 43.892784 | 115 | py |
ERD | ERD-main/mmdet/models/dense_heads/condinst_head.py | # Copyright (c) OpenMMLab. All rights reserved.
import copy
from typing import Dict, List, Optional, Tuple
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import ConvModule, Scale
from mmengine.config import ConfigDict
from mmengine.model import BaseModule, kaiming_init
from mmengine.s... | 53,738 | 42.797066 | 79 | py |
ERD | ERD-main/mmdet/models/test_time_augs/det_tta.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Tuple
import torch
from mmcv.ops import batched_nms
from mmengine.model import BaseTTAModel
from mmengine.registry import MODELS
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.structures import DetDataSample
fro... | 5,568 | 37.406897 | 79 | py |
ERD | ERD-main/mmdet/models/test_time_augs/merge_augs.py | # Copyright (c) OpenMMLab. All rights reserved.
import copy
import warnings
from typing import List, Optional, Union
import numpy as np
import torch
from mmcv.ops import nms
from mmengine.config import ConfigDict
from torch import Tensor
from mmdet.structures.bbox import bbox_mapping_back
# TODO remove this, never ... | 8,469 | 37.5 | 79 | py |
ERD | ERD-main/mmdet/models/test_time_augs/__init__.py | # Copyright (c) OpenMMLab. All rights reserved.
from .det_tta import DetTTAModel
from .merge_augs import (merge_aug_bboxes, merge_aug_masks,
merge_aug_proposals, merge_aug_results,
merge_aug_scores)
__all__ = [
'merge_aug_bboxes', 'merge_aug_masks', 'merge_aug_prop... | 389 | 34.454545 | 65 | py |
ERD | ERD-main/mmdet/models/utils/gaussian_target.py | # Copyright (c) OpenMMLab. All rights reserved.
from math import sqrt
import torch
import torch.nn.functional as F
def gaussian2D(radius, sigma=1, dtype=torch.float32, device='cpu'):
"""Generate 2D gaussian kernel.
Args:
radius (int): Radius of gaussian kernel.
sigma (int): Sigma of gaussian... | 8,393 | 30.204461 | 79 | py |
ERD | ERD-main/mmdet/models/utils/point_sample.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch
from mmcv.ops import point_sample
from torch import Tensor
def get_uncertainty(mask_preds: Tensor, labels: Tensor) -> Tensor:
"""Estimate uncertainty based on pred logits.
We estimate uncertainty as L1 distance between 0.0 and the logits
predic... | 3,910 | 42.94382 | 75 | py |
ERD | ERD-main/mmdet/models/utils/misc.py | # Copyright (c) OpenMMLab. All rights reserved.
from functools import partial
from typing import List, Sequence, Tuple, Union
import numpy as np
import torch
from mmengine.structures import InstanceData
from mmengine.utils import digit_version
from six.moves import map, zip
from torch import Tensor
from torch.autograd... | 23,814 | 35.470138 | 79 | py |
ERD | ERD-main/mmdet/models/utils/panoptic_gt_processing.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Tuple
import torch
from torch import Tensor
def preprocess_panoptic_gt(gt_labels: Tensor, gt_masks: Tensor,
gt_semantic_seg: Tensor, num_things: int,
num_stuff: int) -> Tuple[Tensor, Tensor]:
... | 2,575 | 35.28169 | 74 | py |
ERD | ERD-main/mmdet/models/utils/make_divisible.py | # Copyright (c) OpenMMLab. All rights reserved.
def make_divisible(value, divisor, min_value=None, min_ratio=0.9):
"""Make divisible function.
This function rounds the channel number to the nearest value that can be
divisible by the divisor. It is taken from the original tf repo. It ensures
that all la... | 1,279 | 43.137931 | 116 | py |
ERD | ERD-main/mmdet/models/utils/__init__.py | # Copyright (c) OpenMMLab. All rights reserved.
from .gaussian_target import (gather_feat, gaussian_radius,
gen_gaussian_target, get_local_maximum,
get_topk_from_heatmap, transpose_and_gather_feat)
from .make_divisible import make_divisible
from .misc import (... | 1,748 | 55.419355 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/__init__.py | # Copyright (c) OpenMMLab. All rights reserved.
from .assigners import * # noqa: F401,F403
from .builder import (ANCHOR_GENERATORS, BBOX_ASSIGNERS, BBOX_CODERS,
BBOX_SAMPLERS, IOU_CALCULATORS, MATCH_COSTS,
PRIOR_GENERATORS, build_anchor_generator, build_assigner,
... | 889 | 48.444444 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/builder.py | # Copyright (c) OpenMMLab. All rights reserved.
import warnings
from mmdet.registry import TASK_UTILS
PRIOR_GENERATORS = TASK_UTILS
ANCHOR_GENERATORS = TASK_UTILS
BBOX_ASSIGNERS = TASK_UTILS
BBOX_SAMPLERS = TASK_UTILS
BBOX_CODERS = TASK_UTILS
MATCH_COSTS = TASK_UTILS
IOU_CALCULATORS = TASK_UTILS
def build_bbox_code... | 2,208 | 34.063492 | 78 | py |
ERD | ERD-main/mmdet/models/task_modules/assigners/assign_result.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch
from torch import Tensor
from mmdet.utils import util_mixins
class AssignResult(util_mixins.NiceRepr):
"""Stores assignments between predicted and truth boxes.
Attributes:
num_gts (int): the number of truth boxes considered when computing ... | 7,470 | 36.542714 | 87 | py |
ERD | ERD-main/mmdet/models/task_modules/assigners/dynamic_soft_label_assigner.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional, Tuple
import torch
import torch.nn.functional as F
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import TASK_UTILS
from mmdet.structures.bbox import BaseBoxes
from mmdet.utils import ConfigType
fro... | 9,847 | 42.192982 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/assigners/sim_ota_assigner.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional, Tuple
import torch
import torch.nn.functional as F
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import TASK_UTILS
from mmdet.utils import ConfigType
from .assign_result import AssignResult
from .b... | 9,943 | 43.392857 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/assigners/atss_assigner.py | # Copyright (c) OpenMMLab. All rights reserved.
import warnings
from typing import List, Optional
import torch
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import TASK_UTILS
from mmdet.utils import ConfigType
from .assign_result import AssignResult
from .base_assigner impo... | 11,003 | 42.152941 | 87 | py |
ERD | ERD-main/mmdet/models/task_modules/assigners/multi_instance_assigner.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional
import torch
from mmengine.structures import InstanceData
from mmdet.registry import TASK_UTILS
from .assign_result import AssignResult
from .max_iou_assigner import MaxIoUAssigner
@TASK_UTILS.register_module()
class MultiInstanceAssigner(M... | 6,188 | 42.893617 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/assigners/center_region_assigner.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional, Tuple
import torch
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import TASK_UTILS
from mmdet.utils import ConfigType
from .assign_result import AssignResult
from .base_assigner import BaseAssigner... | 16,747 | 44.634877 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/assigners/region_assigner.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Tuple
import torch
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import TASK_UTILS
from ..prior_generators import anchor_inside_flags
from .assign_result import AssignResult
from .base_assign... | 10,474 | 42.645833 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/assigners/grid_assigner.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional, Tuple, Union
import torch
from mmengine.structures import InstanceData
from mmdet.registry import TASK_UTILS
from mmdet.utils import ConfigType
from .assign_result import AssignResult
from .base_assigner import BaseAssigner
@TASK_UTILS.reg... | 7,815 | 42.910112 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/assigners/match_cost.py | # Copyright (c) OpenMMLab. All rights reserved.
from abc import abstractmethod
from typing import Optional, Union
import torch
import torch.nn.functional as F
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import TASK_UTILS
from mmdet.structures.bbox import bbox_overlaps, bb... | 16,863 | 35.344828 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/assigners/hungarian_assigner.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Union
import torch
from mmengine import ConfigDict
from mmengine.structures import InstanceData
from scipy.optimize import linear_sum_assignment
from torch import Tensor
from mmdet.registry import TASK_UTILS
from .assign_result import ... | 6,075 | 40.616438 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/assigners/task_aligned_assigner.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional
import torch
from mmengine.structures import InstanceData
from mmdet.registry import TASK_UTILS
from mmdet.utils import ConfigType
from .assign_result import AssignResult
from .base_assigner import BaseAssigner
INF = 100000000
@TASK_UTILS.... | 6,966 | 42.81761 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/assigners/base_assigner.py | # Copyright (c) OpenMMLab. All rights reserved.
from abc import ABCMeta, abstractmethod
from typing import Optional
from mmengine.structures import InstanceData
class BaseAssigner(metaclass=ABCMeta):
"""Base assigner that assigns boxes to ground truth boxes."""
@abstractmethod
def assign(self,
... | 571 | 30.777778 | 78 | py |
ERD | ERD-main/mmdet/models/task_modules/assigners/uniform_assigner.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional
import torch
from mmengine.structures import InstanceData
from mmdet.registry import TASK_UTILS
from mmdet.structures.bbox import bbox_xyxy_to_cxcywh
from mmdet.utils import ConfigType
from .assign_result import AssignResult
from .base_assign... | 7,092 | 39.764368 | 77 | py |
ERD | ERD-main/mmdet/models/task_modules/assigners/point_assigner.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional
import torch
from mmengine.structures import InstanceData
from mmdet.registry import TASK_UTILS
from .assign_result import AssignResult
from .base_assigner import BaseAssigner
@TASK_UTILS.register_module()
class PointAssigner(BaseAssigner):... | 6,884 | 43.134615 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/assigners/__init__.py | # Copyright (c) OpenMMLab. All rights reserved.
from .approx_max_iou_assigner import ApproxMaxIoUAssigner
from .assign_result import AssignResult
from .atss_assigner import ATSSAssigner
from .base_assigner import BaseAssigner
from .center_region_assigner import CenterRegionAssigner
from .dynamic_soft_label_assigner imp... | 1,413 | 47.758621 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/assigners/approx_max_iou_assigner.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional, Union
import torch
from mmengine.config import ConfigDict
from mmengine.structures import InstanceData
from mmdet.registry import TASK_UTILS
from .assign_result import AssignResult
from .max_iou_assigner import MaxIoUAssigner
@TASK_UTILS.r... | 7,510 | 45.079755 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/assigners/iou2d_calculator.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch
from mmdet.registry import TASK_UTILS
from mmdet.structures.bbox import bbox_overlaps, get_box_tensor
def cast_tensor_type(x, scale=1., dtype=None):
if dtype == 'fp16':
# scale is for preventing overflows
x = (x / scale).half()
retu... | 2,616 | 36.927536 | 77 | py |
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