repo stringlengths 1 99 | file stringlengths 13 215 | code stringlengths 12 59.2M | file_length int64 12 59.2M | avg_line_length float64 3.82 1.48M | max_line_length int64 12 2.51M | extension_type stringclasses 1
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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/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/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/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/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/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 |
ERD | ERD-main/mmdet/models/task_modules/assigners/max_iou_assigner.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional, Union
import torch
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import TASK_UTILS
from .assign_result import AssignResult
from .base_assigner import BaseAssigner
@TASK_UTILS.register_module()
cl... | 11,559 | 45.99187 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/prior_generators/point_generator.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Tuple, Union
import numpy as np
import torch
from torch import Tensor
from torch.nn.modules.utils import _pair
from mmdet.registry import TASK_UTILS
DeviceType = Union[str, torch.device]
@TASK_UTILS.register_module()
class PointGenerator:
... | 13,026 | 39.456522 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/prior_generators/anchor_generator.py | # Copyright (c) OpenMMLab. All rights reserved.
import warnings
from typing import List, Optional, Tuple, Union
import numpy as np
import torch
from mmengine.utils import is_tuple_of
from torch import Tensor
from torch.nn.modules.utils import _pair
from mmdet.registry import TASK_UTILS
from mmdet.structures.bbox impo... | 37,295 | 42.929329 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/prior_generators/utils.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional, Tuple
import torch
from torch import Tensor
from mmdet.structures.bbox import BaseBoxes
def anchor_inside_flags(flat_anchors: Tensor,
valid_flags: Tensor,
img_shape: Tuple[int],
... | 2,671 | 36.633803 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/samplers/multi_instance_sampling_result.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch
from torch import Tensor
from ..assigners import AssignResult
from .sampling_result import SamplingResult
class MultiInstanceSamplingResult(SamplingResult):
"""Bbox sampling result. Further encapsulation of SamplingResult. Three
attributes neg_assi... | 2,260 | 38.666667 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/samplers/instance_balanced_pos_sampler.py | # Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
import torch
from mmdet.registry import TASK_UTILS
from .random_sampler import RandomSampler
@TASK_UTILS.register_module()
class InstanceBalancedPosSampler(RandomSampler):
"""Instance balanced sampler that samples equal number of positive samples... | 2,318 | 39.684211 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/samplers/mask_sampling_result.py | # Copyright (c) OpenMMLab. All rights reserved.
"""copy from
https://github.com/ZwwWayne/K-Net/blob/main/knet/det/mask_pseudo_sampler.py."""
import torch
from torch import Tensor
from ..assigners import AssignResult
from .sampling_result import SamplingResult
class MaskSamplingResult(SamplingResult):
"""Mask sa... | 2,361 | 33.231884 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/samplers/multi_instance_random_sampler.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Union
import torch
from mmengine.structures import InstanceData
from numpy import ndarray
from torch import Tensor
from mmdet.registry import TASK_UTILS
from ..assigners import AssignResult
from .multi_instance_sampling_result import MultiInstanceSamp... | 5,250 | 39.083969 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/samplers/base_sampler.py | # Copyright (c) OpenMMLab. All rights reserved.
from abc import ABCMeta, abstractmethod
import torch
from mmengine.structures import InstanceData
from mmdet.structures.bbox import BaseBoxes, cat_boxes
from ..assigners import AssignResult
from .sampling_result import SamplingResult
class BaseSampler(metaclass=ABCMet... | 5,805 | 41.379562 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/samplers/random_sampler.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Union
import torch
from numpy import ndarray
from torch import Tensor
from mmdet.registry import TASK_UTILS
from ..assigners import AssignResult
from .base_sampler import BaseSampler
@TASK_UTILS.register_module()
class RandomSampler(BaseSampler):
... | 3,902 | 34.481818 | 78 | py |
ERD | ERD-main/mmdet/models/task_modules/samplers/ohem_sampler.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch
from mmdet.registry import TASK_UTILS
from mmdet.structures.bbox import bbox2roi
from .base_sampler import BaseSampler
@TASK_UTILS.register_module()
class OHEMSampler(BaseSampler):
r"""Online Hard Example Mining Sampler described in `Training Region-ba... | 4,229 | 36.767857 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/samplers/iou_balanced_neg_sampler.py | # Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
import torch
from mmdet.registry import TASK_UTILS
from .random_sampler import RandomSampler
@TASK_UTILS.register_module()
class IoUBalancedNegSampler(RandomSampler):
"""IoU Balanced Sampling.
arXiv: https://arxiv.org/pdf/1904.02701.pdf (CVP... | 6,745 | 41.427673 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/samplers/mask_pseudo_sampler.py | # Copyright (c) OpenMMLab. All rights reserved.
"""copy from
https://github.com/ZwwWayne/K-Net/blob/main/knet/det/mask_pseudo_sampler.py."""
import torch
from mmengine.structures import InstanceData
from mmdet.registry import TASK_UTILS
from ..assigners import AssignResult
from .base_sampler import BaseSampler
from .... | 2,198 | 35.04918 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/samplers/score_hlr_sampler.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Union
import torch
from mmcv.ops import nms_match
from mmengine.structures import InstanceData
from numpy import ndarray
from torch import Tensor
from mmdet.registry import TASK_UTILS
from mmdet.structures.bbox import bbox2roi
from ..assigners import ... | 12,663 | 42.5189 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/samplers/sampling_result.py | # Copyright (c) OpenMMLab. All rights reserved.
import warnings
import numpy as np
import torch
from torch import Tensor
from mmdet.structures.bbox import BaseBoxes, cat_boxes
from mmdet.utils import util_mixins
from mmdet.utils.util_random import ensure_rng
from ..assigners import AssignResult
def random_boxes(num... | 8,409 | 33.896266 | 101 | py |
ERD | ERD-main/mmdet/models/task_modules/samplers/pseudo_sampler.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch
from mmengine.structures import InstanceData
from mmdet.registry import TASK_UTILS
from ..assigners import AssignResult
from .base_sampler import BaseSampler
from .sampling_result import SamplingResult
@TASK_UTILS.register_module()
class PseudoSampler(Base... | 2,145 | 34.180328 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/coders/yolo_bbox_coder.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Union
import torch
from torch import Tensor
from mmdet.registry import TASK_UTILS
from mmdet.structures.bbox import BaseBoxes, HorizontalBoxes, get_box_tensor
from .base_bbox_coder import BaseBBoxCoder
@TASK_UTILS.register_module()
class YOLOBBoxCod... | 3,864 | 39.684211 | 77 | py |
ERD | ERD-main/mmdet/models/task_modules/coders/distance_point_bbox_coder.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional, Sequence, Union
from torch import Tensor
from mmdet.registry import TASK_UTILS
from mmdet.structures.bbox import (BaseBoxes, HorizontalBoxes, bbox2distance,
distance2bbox, get_box_tensor)
from .base_bbox_co... | 3,205 | 36.27907 | 78 | py |
ERD | ERD-main/mmdet/models/task_modules/coders/bucketing_bbox_coder.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional, Sequence, Tuple, Union
import numpy as np
import torch
import torch.nn.functional as F
from torch import Tensor
from mmdet.registry import TASK_UTILS
from mmdet.structures.bbox import (BaseBoxes, HorizontalBoxes, bbox_rescale,
... | 15,197 | 40.411444 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/coders/pseudo_bbox_coder.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Union
from torch import Tensor
from mmdet.registry import TASK_UTILS
from mmdet.structures.bbox import BaseBoxes, HorizontalBoxes, get_box_tensor
from .base_bbox_coder import BaseBBoxCoder
@TASK_UTILS.register_module()
class PseudoBBoxCoder(BaseBBox... | 1,019 | 33 | 78 | py |
ERD | ERD-main/mmdet/models/task_modules/coders/tblr_bbox_coder.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional, Sequence, Union
import torch
from torch import Tensor
from mmdet.registry import TASK_UTILS
from mmdet.structures.bbox import BaseBoxes, HorizontalBoxes, get_box_tensor
from .base_bbox_coder import BaseBBoxCoder
@TASK_UTILS.register_module... | 9,724 | 41.467249 | 78 | py |
ERD | ERD-main/mmdet/models/task_modules/coders/legacy_delta_xywh_bbox_coder.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional, Sequence, Union
import numpy as np
import torch
from torch import Tensor
from mmdet.registry import TASK_UTILS
from mmdet.structures.bbox import BaseBoxes, HorizontalBoxes, get_box_tensor
from .base_bbox_coder import BaseBBoxCoder
@TASK_UT... | 9,370 | 38.707627 | 79 | py |
ERD | ERD-main/mmdet/models/task_modules/coders/delta_xywh_bbox_coder.py | # Copyright (c) OpenMMLab. All rights reserved.
import warnings
from typing import Optional, Sequence, Union
import numpy as np
import torch
from torch import Tensor
from mmdet.registry import TASK_UTILS
from mmdet.structures.bbox import BaseBoxes, HorizontalBoxes, get_box_tensor
from .base_bbox_coder import BaseBBox... | 17,417 | 41.174334 | 79 | py |
ERD | ERD-main/mmdet/models/roi_heads/standard_roi_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Tuple
import torch
from torch import Tensor
from mmdet.registry import MODELS, TASK_UTILS
from mmdet.structures import DetDataSample, SampleList
from mmdet.structures.bbox import bbox2roi
from mmdet.utils import ConfigType, InstanceLis... | 17,440 | 40.52619 | 79 | py |
ERD | ERD-main/mmdet/models/roi_heads/grid_roi_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Tuple
import torch
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import SampleList
from mmdet.structures.bbox import bbox2roi
from mmdet.utils import ConfigType, InstanceList
from ..task_modules.sampl... | 11,647 | 40.451957 | 79 | py |
ERD | ERD-main/mmdet/models/roi_heads/scnet_roi_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Tuple
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 import SampleList
from mmdet.structures.bbox import bbox2r... | 27,836 | 40.057522 | 79 | py |
ERD | ERD-main/mmdet/models/roi_heads/double_roi_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Tuple
from torch import Tensor
from mmdet.registry import MODELS
from .standard_roi_head import StandardRoIHead
@MODELS.register_module()
class DoubleHeadRoIHead(StandardRoIHead):
"""RoI head for `Double Head RCNN <https://arxiv.org/abs/1904.064... | 1,956 | 35.240741 | 77 | py |
ERD | ERD-main/mmdet/models/roi_heads/multi_instance_roi_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Tuple
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import DetDataSample
from mmdet.structures.bbox import bbox2roi
from mmdet.utils import ConfigType, InstanceList
from ..task_modules.samplers import SamplingR... | 9,392 | 40.378855 | 79 | py |
ERD | ERD-main/mmdet/models/roi_heads/sparse_roi_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Tuple
import torch
from mmengine.config import ConfigDict
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.models.task_modules.samplers import PseudoSampler
from mmdet.registry import MODELS
from mmdet.structures ... | 26,551 | 43.106312 | 79 | py |
ERD | ERD-main/mmdet/models/roi_heads/cascade_roi_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Sequence, Tuple, Union
import torch
import torch.nn as nn
from mmengine.model import ModuleList
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.models.task_modules.samplers import SamplingResult
from mmdet.models... | 24,347 | 41.790861 | 79 | py |
ERD | ERD-main/mmdet/models/roi_heads/trident_roi_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Tuple
import torch
from mmcv.ops import batched_nms
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import SampleList
from mmdet.utils import InstanceList
from .standard_roi... | 4,298 | 37.044248 | 79 | py |
ERD | ERD-main/mmdet/models/roi_heads/dynamic_roi_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Tuple
import numpy as np
import torch
from torch import Tensor
from mmdet.models.losses import SmoothL1Loss
from mmdet.models.task_modules.samplers import SamplingResult
from mmdet.registry import MODELS
from mmdet.structures import SampleList
f... | 6,794 | 40.432927 | 79 | py |
ERD | ERD-main/mmdet/models/roi_heads/point_rend_roi_head.py | # Copyright (c) OpenMMLab. All rights reserved.
# Modified from https://github.com/facebookresearch/detectron2/tree/master/projects/PointRend # noqa
from typing import List, Tuple
import torch
import torch.nn.functional as F
from mmcv.ops import point_sample, rel_roi_point_to_rel_img_point
from torch import Tensor
f... | 10,479 | 43.219409 | 101 | py |
ERD | ERD-main/mmdet/models/roi_heads/base_roi_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from abc import ABCMeta, abstractmethod
from typing import Tuple
from mmengine.model import BaseModule
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import SampleList
from mmdet.utils import InstanceList, OptConfigType, OptMultiConfig
... | 4,889 | 36.615385 | 78 | py |
ERD | ERD-main/mmdet/models/roi_heads/mask_scoring_roi_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 bbox2roi
from mmdet.utils import ConfigType, InstanceList
from ..task_modules.samplers import... | 8,784 | 41.033493 | 79 | py |
ERD | ERD-main/mmdet/models/roi_heads/htc_roi_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, List, Optional, Tuple
import torch
import torch.nn.functional as F
from torch import Tensor
from mmdet.models.test_time_augs import merge_aug_masks
from mmdet.registry import MODELS
from mmdet.structures import SampleList
from mmdet.structures.b... | 24,599 | 41.268041 | 79 | py |
ERD | ERD-main/mmdet/models/roi_heads/pisa_roi_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Tuple
from torch import Tensor
from mmdet.models.task_modules import SamplingResult
from mmdet.registry import MODELS
from mmdet.structures import DetDataSample
from mmdet.structures.bbox import bbox2roi
from mmdet.utils import InstanceList
from... | 5,966 | 39.04698 | 79 | py |
ERD | ERD-main/mmdet/models/roi_heads/test_mixins.py | # Copyright (c) OpenMMLab. All rights reserved.
# TODO: delete this file after refactor
import sys
import torch
from mmdet.models.layers import multiclass_nms
from mmdet.models.test_time_augs import merge_aug_bboxes, merge_aug_masks
from mmdet.structures.bbox import bbox2roi, bbox_mapping
if sys.version_info >= (3, ... | 7,451 | 42.325581 | 79 | py |
ERD | ERD-main/mmdet/models/roi_heads/roi_extractors/base_roi_extractor.py | # Copyright (c) OpenMMLab. All rights reserved.
from abc import ABCMeta, abstractmethod
from typing import List, Optional, Tuple
import torch
import torch.nn as nn
from mmcv import ops
from mmengine.model import BaseModule
from torch import Tensor
from mmdet.utils import ConfigType, OptMultiConfig
class BaseRoIExtr... | 3,822 | 34.073394 | 78 | py |
ERD | ERD-main/mmdet/models/roi_heads/roi_extractors/single_level_roi_extractor.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Tuple
import torch
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, OptMultiConfig
from .base_roi_extractor import BaseRoIExtractor
@MODELS.register_module()
class SingleRoIExtractor(Base... | 4,558 | 36.991667 | 79 | py |
ERD | ERD-main/mmdet/models/roi_heads/roi_extractors/generic_roi_extractor.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional, Tuple
from mmcv.cnn.bricks import build_plugin_layer
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.utils import OptConfigType
from .base_roi_extractor import BaseRoIExtractor
@MODELS.register_module()
class GenericR... | 3,805 | 35.951456 | 78 | py |
ERD | ERD-main/mmdet/models/roi_heads/bbox_heads/scnet_bbox_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Tuple, Union
from torch import Tensor
from mmdet.registry import MODELS
from .convfc_bbox_head import ConvFCBBoxHead
@MODELS.register_module()
class SCNetBBoxHead(ConvFCBBoxHead):
"""BBox head for `SCNet <https://arxiv.org/abs/2012.10150>`_.
... | 2,836 | 26.813725 | 79 | py |
ERD | ERD-main/mmdet/models/roi_heads/bbox_heads/multi_instance_bbox_head.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Tuple, Union
import numpy as np
import torch
import torch.nn.functional as F
from mmcv.cnn import ConvModule
from mmengine.config import ConfigDict
from mmengine.structures import InstanceData
from torch import Tensor, nn
from mmdet.mo... | 27,194 | 42.651685 | 79 | py |
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