repo stringclasses 454
values | file_path stringlengths 5 201 | extension stringclasses 1
value | content stringlengths 8 509k | num_lines int64 3 16.9k | size_bytes int64 8 511k |
|---|---|---|---|---|---|
mmdetection | mmdet/models/backbones/hrnet.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
import warnings
import torch.nn as nn
from mmcv.cnn import build_conv_layer, build_norm_layer
from mmengine.model import BaseModule, ModuleList, Sequential
from torch.nn.modules.batchnorm import _BatchNorm
from mmdet.registry import MODELS
from .resnet import BasicBlock... | 590 | 23,108 |
mmdetection | mmdet/models/backbones/hourglass.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Sequence
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import ConvModule
from mmengine.model import BaseModule
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, OptMultiConfig
from ..layers ... | 226 | 7,744 |
mmdetection | mmdet/models/backbones/detectors_resnet.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
import torch.nn as nn
import torch.utils.checkpoint as cp
from mmcv.cnn import build_conv_layer, build_norm_layer
from mmengine.logging import MMLogger
from mmengine.model import Sequential, constant_init, kaiming_init
from mmengine.runner.checkpoint import load_checkpoin... | 354 | 12,764 |
mmdetection | mmdet/models/backbones/resnest.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
import math
import torch
import torch.nn as nn
import torch.nn.functional as F
import torch.utils.checkpoint as cp
from mmcv.cnn import build_conv_layer, build_norm_layer
from mmengine.model import BaseModule
from mmdet.registry import MODELS
from ..layers import ResLay... | 323 | 10,582 |
mmdetection | mmdet/models/backbones/darknet.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
# Copyright (c) 2019 Western Digital Corporation or its affiliates.
import warnings
import torch.nn as nn
from mmcv.cnn import ConvModule
from mmengine.model import BaseModule
from torch.nn.modules.batchnorm import _BatchNorm
from mmdet.registry import MODELS
class R... | 214 | 8,235 |
mmdetection | mmdet/models/backbones/swin.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
import warnings
from collections import OrderedDict
from copy import deepcopy
import torch
import torch.nn as nn
import torch.nn.functional as F
import torch.utils.checkpoint as cp
from mmcv.cnn import build_norm_layer
from mmcv.cnn.bricks.transformer import FFN, build_d... | 820 | 31,958 |
mmdetection | mmdet/models/backbones/efficientnet.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
import copy
import math
from functools import partial
import torch
import torch.nn as nn
import torch.utils.checkpoint as cp
from mmcv.cnn.bricks import ConvModule, DropPath
from mmengine.model import BaseModule, Sequential
from mmdet.registry import MODELS
from ..layer... | 419 | 16,255 |
mmdetection | mmdet/models/backbones/cspnext.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
import math
from typing import Sequence, Tuple
import torch.nn as nn
from mmcv.cnn import ConvModule, DepthwiseSeparableConvModule
from mmengine.model import BaseModule
from torch import Tensor
from torch.nn.modules.batchnorm import _BatchNorm
from mmdet.registry import... | 196 | 7,784 |
mmdetection | mmdet/models/seg_heads/panoptic_fpn_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, Tuple, Union
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmengine.model import ModuleList
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import SampleList
from mmdet.utils import Conf... | 175 | 6,975 |
mmdetection | mmdet/models/seg_heads/base_semantic_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from abc import ABCMeta, abstractmethod
from typing import Dict, List, Tuple, Union
import torch.nn.functional as F
from mmengine.model import BaseModule
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import SampleList
from mmdet.utils ... | 114 | 3,866 |
mmdetection | mmdet/models/seg_heads/panoptic_fusion_heads/maskformer_fusion_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List
import torch
import torch.nn.functional as F
from mmengine.structures import InstanceData, PixelData
from torch import Tensor
from mmdet.evaluation.functional import INSTANCE_OFFSET
from mmdet.registry import MODELS
from mmdet.structures import S... | 267 | 10,522 |
mmdetection | mmdet/models/seg_heads/panoptic_fusion_heads/base_panoptic_fusion_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from abc import ABCMeta, abstractmethod
from mmengine.model import BaseModule
from mmdet.registry import MODELS
from mmdet.utils import OptConfigType, OptMultiConfig
@MODELS.register_module()
class BasePanopticFusionHead(BaseModule, metaclass=ABCMeta):
"""Base cla... | 44 | 1,369 |
mmdetection | mmdet/models/seg_heads/panoptic_fusion_heads/heuristic_fusion_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List
import torch
from mmengine.structures import InstanceData, PixelData
from torch import Tensor
from mmdet.evaluation.functional import INSTANCE_OFFSET
from mmdet.registry import MODELS
from mmdet.utils import InstanceList, OptConfigType, OptMultiC... | 160 | 5,702 |
mmdetection | mmdet/models/roi_heads/standard_roi_head.py | .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... | 420 | 17,440 |
mmdetection | mmdet/models/roi_heads/multi_instance_roi_head.py | .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... | 227 | 9,392 |
mmdetection | mmdet/models/roi_heads/trident_roi_head.py | .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... | 113 | 4,298 |
mmdetection | mmdet/models/roi_heads/cascade_roi_head.py | .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... | 569 | 24,347 |
mmdetection | mmdet/models/roi_heads/grid_roi_head.py | .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... | 281 | 11,647 |
mmdetection | mmdet/models/roi_heads/__init__.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from .base_roi_head import BaseRoIHead
from .bbox_heads import (BBoxHead, ConvFCBBoxHead, DIIHead,
DoubleConvFCBBoxHead, SABLHead, SCNetBBoxHead,
Shared2FCBBoxHead, Shared4Conv1FCBBoxHead)
from .cascade_roi_head import Cas... | 39 | 2,043 |
mmdetection | mmdet/models/roi_heads/pisa_roi_head.py | .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... | 149 | 5,966 |
mmdetection | mmdet/models/roi_heads/sparse_roi_head.py | .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 ... | 602 | 26,551 |
mmdetection | mmdet/models/roi_heads/scnet_roi_head.py | .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... | 678 | 27,836 |
mmdetection | mmdet/models/roi_heads/test_mixins.py | .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, ... | 172 | 7,451 |
mmdetection | mmdet/models/roi_heads/htc_roi_head.py | .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... | 582 | 24,599 |
mmdetection | mmdet/models/roi_heads/dynamic_roi_head.py | .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... | 164 | 6,794 |
mmdetection | mmdet/models/roi_heads/double_roi_head.py | .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... | 54 | 1,956 |
mmdetection | mmdet/models/roi_heads/point_rend_roi_head.py | .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... | 237 | 10,479 |
mmdetection | mmdet/models/roi_heads/base_roi_head.py | .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
... | 130 | 4,889 |
mmdetection | mmdet/models/roi_heads/mask_scoring_roi_head.py | .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... | 209 | 8,784 |
mmdetection | mmdet/models/roi_heads/mask_heads/fcn_mask_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Tuple
import numpy as np
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import ConvModule, build_conv_layer, build_upsample_layer
from mmcv.ops.carafe import CARAFEPack
from mmengine.config import ConfigDict
from... | 475 | 20,127 |
mmdetection | mmdet/models/roi_heads/mask_heads/htc_mask_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Union
from mmcv.cnn import ConvModule
from torch import Tensor
from mmdet.registry import MODELS
from .fcn_mask_head import FCNMaskHead
@MODELS.register_module()
class HTCMaskHead(FCNMaskHead):
"""Mask head for HTC.
Args:
... | 66 | 2,190 |
mmdetection | mmdet/models/roi_heads/mask_heads/coarse_mask_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from mmcv.cnn import ConvModule, Linear
from mmengine.model import ModuleList
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.utils import MultiConfig
from .fcn_mask_head import FCNMaskHead
@MODELS.register_module()
class CoarseMaskHead(FCNMaskHea... | 111 | 3,887 |
mmdetection | mmdet/models/roi_heads/mask_heads/__init__.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from .coarse_mask_head import CoarseMaskHead
from .dynamic_mask_head import DynamicMaskHead
from .fcn_mask_head import FCNMaskHead
from .feature_relay_head import FeatureRelayHead
from .fused_semantic_head import FusedSemanticHead
from .global_context_head import GlobalCo... | 21 | 817 |
mmdetection | mmdet/models/roi_heads/mask_heads/dynamic_mask_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List
import torch
import torch.nn as nn
from mmengine.config import ConfigDict
from torch import Tensor
from mmdet.models.task_modules import SamplingResult
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, InstanceList, OptConfigT... | 167 | 6,739 |
mmdetection | mmdet/models/roi_heads/mask_heads/maskiou_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Tuple
import numpy as np
import torch
import torch.nn as nn
from mmcv.cnn import Conv2d, Linear, MaxPool2d
from mmengine.config import ConfigDict
from mmengine.model import BaseModule
from mmengine.structures import InstanceData
from torch import... | 278 | 11,667 |
mmdetection | mmdet/models/roi_heads/mask_heads/grid_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, List, Tuple
import numpy as np
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import ConvModule
from mmengine.config import ConfigDict
from mmengine.model import BaseModule
from mmengine.structures import Instanc... | 491 | 20,849 |
mmdetection | mmdet/models/roi_heads/mask_heads/global_context_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Tuple
import torch.nn as nn
from mmcv.cnn import ConvModule
from mmengine.model import BaseModule
from torch import Tensor
from mmdet.models.layers import ResLayer, SimplifiedBasicBlock
from mmdet.registry import MODELS
from mmdet.utils import M... | 128 | 4,458 |
mmdetection | mmdet/models/roi_heads/mask_heads/fused_semantic_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
import warnings
from typing import Tuple
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import ConvModule
from mmengine.config import ConfigDict
from mmengine.model import BaseModule
from torch import Tensor
from mmdet.registry import MODELS
from mm... | 145 | 4,978 |
mmdetection | mmdet/models/roi_heads/mask_heads/scnet_mask_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from mmdet.models.layers import ResLayer, SimplifiedBasicBlock
from mmdet.registry import MODELS
from .fcn_mask_head import FCNMaskHead
@MODELS.register_module()
class SCNetMaskHead(FCNMaskHead):
"""Mask head for `SCNet <https://arxiv.org/abs/2012.10150>`_.
Arg... | 29 | 973 |
mmdetection | mmdet/models/roi_heads/mask_heads/mask_point_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
# Modified from https://github.com/facebookresearch/detectron2/tree/master/projects/PointRend/point_head/point_head.py # noqa
from typing import List, Tuple
import torch
import torch.nn as nn
from mmcv.cnn import ConvModule
from mmcv.ops import point_sample, rel_roi_po... | 285 | 12,664 |
mmdetection | mmdet/models/roi_heads/mask_heads/scnet_semantic_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from mmdet.models.layers import ResLayer, SimplifiedBasicBlock
from mmdet.registry import MODELS
from .fused_semantic_head import FusedSemanticHead
@MODELS.register_module()
class SCNetSemanticHead(FusedSemanticHead):
"""Mask head for `SCNet <https://arxiv.org/abs/2... | 29 | 988 |
mmdetection | mmdet/models/roi_heads/mask_heads/feature_relay_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional
import torch.nn as nn
from mmengine.model import BaseModule
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.utils import MultiConfig
@MODELS.register_module()
class FeatureRelayHead(BaseModule):
"""Feature Relay He... | 69 | 2,295 |
mmdetection | mmdet/models/roi_heads/bbox_heads/convfc_bbox_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional, Tuple, Union
import torch.nn as nn
from mmcv.cnn import ConvModule
from mmengine.config import ConfigDict
from torch import Tensor
from mmdet.registry import MODELS
from .bbox_head import BBoxHead
@MODELS.register_module()
class ConvFCBBox... | 250 | 9,510 |
mmdetection | mmdet/models/roi_heads/bbox_heads/__init__.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from .bbox_head import BBoxHead
from .convfc_bbox_head import (ConvFCBBoxHead, Shared2FCBBoxHead,
Shared4Conv1FCBBoxHead)
from .dii_head import DIIHead
from .double_bbox_head import DoubleConvFCBBoxHead
from .multi_instance_bbox_head import ... | 16 | 609 |
mmdetection | mmdet/models/roi_heads/bbox_heads/multi_instance_bbox_head.py | .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... | 627 | 27,274 |
mmdetection | mmdet/models/roi_heads/bbox_heads/sabl_head.py | .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
from mmengine.config import ConfigDict
from mmengine.structures import InstanceData
from torch import ... | 685 | 30,500 |
mmdetection | mmdet/models/roi_heads/bbox_heads/scnet_bbox_head.py | .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>`_.
... | 102 | 2,836 |
mmdetection | mmdet/models/roi_heads/bbox_heads/bbox_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Tuple, Union
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmengine.config import ConfigDict
from mmengine.model import BaseModule
from mmengine.structures import InstanceData
from torch import Tensor
from torc... | 709 | 32,325 |
mmdetection | mmdet/models/roi_heads/bbox_heads/dii_head.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List
import torch
import torch.nn as nn
from mmcv.cnn import build_activation_layer, build_norm_layer
from mmcv.cnn.bricks.transformer import FFN, MultiheadAttention
from mmengine.config import ConfigDict
from mmengine.model import bias_init_with_prob
... | 423 | 19,266 |
mmdetection | mmdet/models/roi_heads/bbox_heads/double_bbox_head.py | .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 BaseModule, ModuleList
from torch import Tensor
from mmdet.models.backbones.resnet import Bottleneck
from mmdet.registry import MODELS
from mmdet.utils import Confi... | 200 | 6,769 |
mmdetection | mmdet/models/roi_heads/roi_extractors/base_roi_extractor.py | .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... | 112 | 3,919 |
mmdetection | mmdet/models/roi_heads/roi_extractors/generic_roi_extractor.py | .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... | 103 | 3,805 |
mmdetection | mmdet/models/roi_heads/roi_extractors/single_level_roi_extractor.py | .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... | 120 | 4,558 |
mmdetection | mmdet/models/roi_heads/shared_heads/res_layer.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
import warnings
import torch.nn as nn
from mmengine.model import BaseModule
from mmdet.models.backbones import ResNet
from mmdet.models.layers import ResLayer as _ResLayer
from mmdet.registry import MODELS
@MODELS.register_module()
class ResLayer(BaseModule):
def... | 80 | 2,545 |
mmdetection | mmdet/models/roi_heads/shared_heads/__init__.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from .res_layer import ResLayer
__all__ = ['ResLayer']
| 5 | 104 |
mmdetection | mmdet/models/trackers/strongsort_tracker.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional, Tuple
import numpy as np
import torch
from mmengine.structures import InstanceData
try:
import motmetrics
from motmetrics.lap import linear_sum_assignment
except ImportError:
motmetrics = None
from torch import Tensor
from mmdet... | 274 | 11,240 |
mmdetection | mmdet/models/trackers/__init__.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from .base_tracker import BaseTracker
from .byte_tracker import ByteTracker
from .masktrack_rcnn_tracker import MaskTrackRCNNTracker
from .ocsort_tracker import OCSORTTracker
from .quasi_dense_tracker import QuasiDenseTracker
from .sort_tracker import SORTTracker
from .st... | 14 | 512 |
mmdetection | mmdet/models/trackers/ocsort_tracker.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Tuple
try:
import lap
except ImportError:
lap = None
import numpy as np
import torch
from addict import Dict
from mmengine.structures import InstanceData
from mmdet.registry import MODELS
from mmdet.structures import DetDataSam... | 532 | 23,618 |
mmdetection | mmdet/models/trackers/base_tracker.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from abc import ABCMeta, abstractmethod
from typing import List, Optional, Tuple
import torch
import torch.nn.functional as F
from addict import Dict
class BaseTracker(metaclass=ABCMeta):
"""Base tracker model.
Args:
momentums (dict[str:float], optiona... | 241 | 8,632 |
mmdetection | mmdet/models/trackers/masktrack_rcnn_tracker.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List
import torch
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import DetDataSample
from mmdet.structures.bbox import bbox_overlaps
from .base_tracker import BaseTracker
... | 190 | 7,539 |
mmdetection | mmdet/models/trackers/quasi_dense_tracker.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, 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 TrackDataSample
from mmdet.structures.bbox import bbox_overla... | 317 | 13,250 |
mmdetection | mmdet/models/trackers/sort_tracker.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Tuple
import numpy as np
import torch
from mmengine.structures import InstanceData
try:
import motmetrics
from motmetrics.lap import linear_sum_assignment
except ImportError:
motmetrics = None
from torch import Tensor
from... | 269 | 11,150 |
mmdetection | mmdet/models/trackers/byte_tracker.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Optional, Tuple
try:
import lap
except ImportError:
lap = None
import numpy as np
import torch
from mmengine.structures import InstanceData
from mmdet.registry import MODELS, TASK_UTILS
from mmdet.structures import DetDataSample
from mmd... | 335 | 14,078 |
mmdetection | mmdet/models/mot/qdtrack.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional, Union
import torch
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import TrackSampleList
from mmdet.utils import OptConfigType, OptMultiConfig
from .base import BaseMOTModel
@MODELS.register_module()
class... | 187 | 7,920 |
mmdetection | mmdet/models/mot/strongsort.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional
import numpy as np
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import MODELS, TASK_UTILS
from mmdet.structures import TrackSampleList
from mmdet.utils import OptConfigType
from .deep_sort import D... | 130 | 5,467 |
mmdetection | mmdet/models/mot/__init__.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from .base import BaseMOTModel
from .bytetrack import ByteTrack
from .deep_sort import DeepSORT
from .ocsort import OCSORT
from .qdtrack import QDTrack
from .strongsort import StrongSORT
__all__ = [
'BaseMOTModel', 'ByteTrack', 'QDTrack', 'DeepSORT', 'StrongSORT', 'O... | 12 | 329 |
mmdetection | mmdet/models/mot/ocsort.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, Optional
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import TrackSampleList
from mmdet.utils import OptConfigType, OptMultiConfig
from .base import BaseMOTModel
@MODELS.register_module()
class OCSORT(BaseM... | 83 | 3,180 |
mmdetection | mmdet/models/mot/deep_sort.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import TrackSampleList
from mmdet.utils import OptConfigType
from .base import BaseMOTModel
@MODELS.register_module()
class DeepSORT(BaseMOTModel):
"""Simp... | 111 | 4,343 |
mmdetection | mmdet/models/mot/bytetrack.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, Optional
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import SampleList, TrackSampleList
from mmdet.utils import OptConfigType, OptMultiConfig
from .base import BaseMOTModel
@MODELS.register_module()
class B... | 95 | 3,792 |
mmdetection | mmdet/models/mot/base.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from abc import ABCMeta, abstractmethod
from typing import Dict, List, Tuple, Union
from mmengine.model import BaseModel
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import OptTrackSampleList, TrackSampleList
from mmdet.utils import O... | 148 | 5,921 |
mmdetection | mmdet/models/data_preprocessors/data_preprocessor.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
import random
from numbers import Number
from typing import List, Optional, Sequence, Tuple, Union
import numpy as np
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmengine.dist import barrier, broadcast, get_dist_info
from mmengine.logging impo... | 794 | 32,089 |
mmdetection | mmdet/models/data_preprocessors/__init__.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from .data_preprocessor import (BatchFixedSizePad, BatchResize,
BatchSyncRandomResize, BoxInstDataPreprocessor,
DetDataPreprocessor,
MultiBranchDataPreprocessor)
from .reid_dat... | 14 | 639 |
mmdetection | mmdet/models/data_preprocessors/track_data_preprocessor.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, List, Optional, Sequence, Union
import numpy as np
import torch
import torch.nn.functional as F
from mmengine.model.utils import stack_batch
from mmdet.models.utils.misc import samplelist_boxtype2tensor
from mmdet.registry import MODELS
from mmd... | 267 | 12,766 |
mmdetection | mmdet/models/data_preprocessors/reid_data_preprocessor.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
import math
from numbers import Number
from typing import Optional, Sequence
import torch
import torch.nn.functional as F
from mmengine.model import BaseDataPreprocessor, stack_batch
from mmdet.registry import MODELS
try:
import mmpretrain
from mmpretrain.model... | 217 | 9,014 |
mmdetection | mmdet/models/detectors/dino.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, Optional, Tuple
import torch
from torch import Tensor, nn
from torch.nn.init import normal_
from mmdet.registry import MODELS
from mmdet.structures import OptSampleList
from mmdet.utils import OptConfigType
from ..layers import (CdnQueryGenerato... | 288 | 13,567 |
mmdetection | mmdet/models/detectors/retinanet.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .single_stage import SingleStageDetector
@MODELS.register_module()
class RetinaNet(SingleStageDetector):
"""Implementation of `RetinaNet <https://arxiv.org/abs/1... | 27 | 947 |
mmdetection | mmdet/models/detectors/detr.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, Tuple
import torch
import torch.nn.functional as F
from torch import Tensor, nn
from mmdet.registry import MODELS
from mmdet.structures import OptSampleList
from ..layers import (DetrTransformerDecoder, DetrTransformerEncoder,
... | 226 | 9,808 |
mmdetection | mmdet/models/detectors/panoptic_two_stage_segmentor.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
import copy
from typing import List
import torch
from mmengine.structures import PixelData
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import SampleList
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .two_stag... | 235 | 9,188 |
mmdetection | mmdet/models/detectors/crowddet.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .two_stage import TwoStageDetector
@MODELS.register_module()
class CrowdDet(TwoStageDetector):
"""Implementation of `CrowdDet <https://arxiv.org/abs/2003.09163>`... | 46 | 1,829 |
mmdetection | mmdet/models/detectors/gfl.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .single_stage import SingleStageDetector
@MODELS.register_module()
class GFL(SingleStageDetector):
"""Implementation of `GFL <https://arxiv.org/abs/2006.04388>`_... | 42 | 1,675 |
mmdetection | mmdet/models/detectors/nasfcos.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .single_stage import SingleStageDetector
@MODELS.register_module()
class NASFCOS(SingleStageDetector):
"""Implementation of `NAS-FCOS: Fast Neural Architecture S... | 44 | 1,789 |
mmdetection | mmdet/models/detectors/solo.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .single_stage_instance_seg import SingleStageInstanceSegmentor
@MODELS.register_module()
class SOLO(SingleStageInstanceSegmentor):
"""`SOLO: Segmenting Objects b... | 32 | 1,088 |
mmdetection | mmdet/models/detectors/centernet.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .single_stage import SingleStageDetector
@MODELS.register_module()
class CenterNet(SingleStageDetector):
"""Implementation of CenterNet(Objects as Points)
<... | 30 | 974 |
mmdetection | mmdet/models/detectors/fast_rcnn.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .two_stage import TwoStageDetector
@MODELS.register_module()
class FastRCNN(TwoStageDetector):
"""Implementation of `Fast R-CNN <https://arxiv.org/abs/1504.08083... | 27 | 925 |
mmdetection | mmdet/models/detectors/glip.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
import copy
import re
import warnings
from typing import Optional, Tuple, Union
import torch
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import SampleList
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .single... | 591 | 24,534 |
mmdetection | mmdet/models/detectors/rtmdet.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
import torch
from mmengine.dist import get_world_size
from mmengine.logging import print_log
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .single_stage import SingleStageDetector
@MODELS.register_module()
clas... | 53 | 2,073 |
mmdetection | mmdet/models/detectors/yolox.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .single_stage import SingleStageDetector
@MODELS.register_module()
class YOLOX(SingleStageDetector):
r"""Implementation of `YOLOX: Exceeding YOLO Series in 2021
... | 44 | 1,758 |
mmdetection | mmdet/models/detectors/base_detr.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from abc import ABCMeta, abstractmethod
from typing import Dict, List, Tuple, Union
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import OptSampleList, SampleList
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .... | 333 | 14,268 |
mmdetection | mmdet/models/detectors/yolo.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
# Copyright (c) 2019 Western Digital Corporation or its affiliates.
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .single_stage import SingleStageDetector
@MODELS.register_module()
class YOLOV3(SingleStageDetec... | 46 | 1,876 |
mmdetection | mmdet/models/detectors/mask_scoring_rcnn.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .two_stage import TwoStageDetector
@MODELS.register_module()
class MaskScoringRCNN(TwoStageDetector):
"""Mask Scoring RCNN.
https://arxiv.org/abs/1903.00241... | 32 | 997 |
mmdetection | mmdet/models/detectors/dab_detr.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, Tuple
from mmengine.model import uniform_init
from torch import Tensor, nn
from mmdet.registry import MODELS
from ..layers import SinePositionalEncoding
from ..layers.transformer import (DABDetrTransformerDecoder,
... | 140 | 5,907 |
mmdetection | mmdet/models/detectors/lad.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Optional
import torch
import torch.nn as nn
from mmengine.runner import load_checkpoint
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import SampleList
from mmdet.utils import ConfigType, OptConfigType
from ..utils.m... | 94 | 3,880 |
mmdetection | mmdet/models/detectors/kd_one_stage.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from pathlib import Path
from typing import Any, Optional, Union
import torch
import torch.nn as nn
from mmengine.config import Config
from mmengine.runner import load_checkpoint
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import Sam... | 123 | 4,987 |
mmdetection | mmdet/models/detectors/fovea.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .single_stage import SingleStageDetector
@MODELS.register_module()
class FOVEA(SingleStageDetector):
"""Implementation of `FoveaBox <https://arxiv.org/abs/1904.0... | 42 | 1,724 |
mmdetection | mmdet/models/detectors/maskformer.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict, List, Tuple
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import SampleList
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .single_stage import SingleStageDetector
@MODELS.register_mod... | 171 | 7,161 |
mmdetection | mmdet/models/detectors/htc.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from mmdet.registry import MODELS
from .cascade_rcnn import CascadeRCNN
@MODELS.register_module()
class HybridTaskCascade(CascadeRCNN):
"""Implementation of `HTC <https://arxiv.org/abs/1901.07518>`_"""
def __init__(self, **kwargs) -> None:
super().__ini... | 17 | 490 |
mmdetection | mmdet/models/detectors/trident_faster_rcnn.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import SampleList
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .faster_rcnn import FasterRCNN
@MODELS.register_module()
class TridentFasterRCNN(FasterRCNN):
"... | 82 | 3,358 |
mmdetection | mmdet/models/detectors/soft_teacher.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
import copy
from typing import List, Optional, Tuple
import torch
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.models.utils import (filter_gt_instances, rename_loss_dict,
reweight_loss_dict)
from mmdet.... | 379 | 16,860 |
mmdetection | mmdet/models/detectors/panoptic_fpn.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .panoptic_two_stage_segmentor import TwoStagePanopticSegmentor
@MODELS.register_module()
class PanopticFPN(TwoStagePanopticSegmentor):
r"""Implementation of `Pan... | 36 | 1,318 |
mmdetection | mmdet/models/detectors/cascade_rcnn.py | .py | # Copyright (c) OpenMMLab. All rights reserved.
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .two_stage import TwoStageDetector
@MODELS.register_module()
class CascadeRCNN(TwoStageDetector):
r"""Implementation of `Cascade R-CNN: Delving into High Quality... | 30 | 1,090 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.