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/evaluation/functional/bbox_overlaps.py | # Copyright (c) OpenMMLab. All rights reserved.
import numpy as np
def bbox_overlaps(bboxes1,
bboxes2,
mode='iou',
eps=1e-6,
use_legacy_coordinate=False):
"""Calculate the ious between each bbox of bboxes1 and bboxes2.
Args:
bbox... | 2,454 | 36.19697 | 86 | py |
ERD | ERD-main/mmdet/evaluation/functional/mean_ap.py | # Copyright (c) OpenMMLab. All rights reserved.
from multiprocessing import Pool
import numpy as np
from mmengine.logging import print_log
from mmengine.utils import is_str
from terminaltables import AsciiTable
from .bbox_overlaps import bbox_overlaps
from .class_names import get_classes
def average_precision(recal... | 33,271 | 40.957125 | 79 | py |
ERD | ERD-main/mmdet/testing/_utils.py | # Copyright (c) OpenMMLab. All rights reserved.
import copy
from os.path import dirname, exists, join
import numpy as np
import torch
from mmengine.config import Config
from mmengine.dataset import pseudo_collate
from mmengine.structures import InstanceData, PixelData
from ..registry import TASK_UTILS
from ..structur... | 11,178 | 34.154088 | 78 | py |
ERD | ERD-main/mmdet/testing/_fast_stop_training_hook.py | # Copyright (c) OpenMMLab. All rights reserved.
from mmengine.hooks import Hook
from mmdet.registry import HOOKS
@HOOKS.register_module()
class FastStopTrainingHook(Hook):
"""Set runner's epoch information to the model."""
def __init__(self, by_epoch, save_ckpt=False, stop_iter_or_epoch=5):
self.by_... | 964 | 33.464286 | 72 | py |
ERD | ERD-main/mmdet/testing/__init__.py | # Copyright (c) OpenMMLab. All rights reserved.
from ._fast_stop_training_hook import FastStopTrainingHook # noqa: F401,F403
from ._utils import (demo_mm_inputs, demo_mm_proposals,
demo_mm_sampling_results, get_detector_cfg,
get_roi_head_cfg, replace_to_ceph)
__all__ = [
... | 451 | 40.090909 | 77 | py |
ERD | ERD-main/mmdet/models/__init__.py | # Copyright (c) OpenMMLab. All rights reserved.
from .backbones import * # noqa: F401,F403
from .data_preprocessors import * # noqa: F401,F403
from .dense_heads import * # noqa: F401,F403
from .detectors import * # noqa: F401,F403
from .layers import * # noqa: F401,F403
from .losses import * # noqa: F401,F403
fro... | 541 | 40.692308 | 52 | py |
ERD | ERD-main/mmdet/models/data_preprocessors/data_preprocessor.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... | 32,074 | 39.396725 | 79 | py |
ERD | ERD-main/mmdet/models/data_preprocessors/__init__.py | # Copyright (c) OpenMMLab. All rights reserved.
from .data_preprocessor import (BatchFixedSizePad, BatchResize,
BatchSyncRandomResize, BoxInstDataPreprocessor,
DetDataPreprocessor,
MultiBranchDataPreprocessor)
__all__ = [
... | 470 | 41.818182 | 79 | py |
ERD | ERD-main/mmdet/models/detectors/solo.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... | 1,088 | 33.03125 | 67 | py |
ERD | ERD-main/mmdet/models/detectors/conditional_detr.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Dict
import torch.nn as nn
from torch import Tensor
from mmdet.registry import MODELS
from ..layers import (ConditionalDetrTransformerDecoder,
DetrTransformerEncoder, SinePositionalEncoding)
from .detr import DETR
@MODELS.regis... | 3,029 | 39.4 | 79 | py |
ERD | ERD-main/mmdet/models/detectors/yolox.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
... | 1,758 | 38.977273 | 76 | py |
ERD | ERD-main/mmdet/models/detectors/fsaf.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 FSAF(SingleStageDetector):
"""Implementation of `FSAF <https://arxiv.org/abs/1903.00621>... | 929 | 33.444444 | 70 | py |
ERD | ERD-main/mmdet/models/detectors/two_stage.py | # Copyright (c) OpenMMLab. All rights reserved.
import copy
import warnings
from typing import List, 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 .base import BaseDete... | 9,942 | 39.75 | 79 | py |
ERD | ERD-main/mmdet/models/detectors/base.py | # Copyright (c) OpenMMLab. All rights reserved.
from abc import ABCMeta, abstractmethod
from typing import Dict, List, Tuple, Union
import torch
from mmengine.model import BaseModel
from torch import Tensor
from mmdet.structures import DetDataSample, OptSampleList, SampleList
from mmdet.utils import InstanceList, Opt... | 6,255 | 38.847134 | 79 | py |
ERD | ERD-main/mmdet/models/detectors/single_stage.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import 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 .base import BaseDetector
@MODELS.register_mo... | 6,124 | 39.833333 | 79 | py |
ERD | ERD-main/mmdet/models/detectors/gfl.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Union
from torch import Tensor
import torch
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... | 5,661 | 43.582677 | 115 | py |
ERD | ERD-main/mmdet/models/detectors/detr.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,
... | 9,383 | 42.24424 | 79 | py |
ERD | ERD-main/mmdet/models/detectors/yolo.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... | 1,876 | 39.804348 | 77 | py |
ERD | ERD-main/mmdet/models/detectors/reppoints_detector.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 RepPointsDetector(SingleStageDetector):
"""RepPoints: Point Set Representation for Objec... | 1,057 | 33.129032 | 65 | py |
ERD | ERD-main/mmdet/models/detectors/scnet.py | # Copyright (c) OpenMMLab. All rights reserved.
from mmdet.registry import MODELS
from .cascade_rcnn import CascadeRCNN
@MODELS.register_module()
class SCNet(CascadeRCNN):
"""Implementation of `SCNet <https://arxiv.org/abs/2012.10150>`_"""
def __init__(self, **kwargs) -> None:
super().__init__(**kwar... | 324 | 26.083333 | 71 | py |
ERD | ERD-main/mmdet/models/detectors/ddod.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 DDOD(SingleStageDetector):
"""Implementation of `DDOD <https://arxiv.org/pdf/2107.02963.... | 1,684 | 39.119048 | 77 | py |
ERD | ERD-main/mmdet/models/detectors/semi_base.py | # Copyright (c) OpenMMLab. All rights reserved.
import copy
from typing import Dict, List, Optional, Tuple, Union
import torch
import torch.nn as nn
from torch import Tensor
from mmdet.models.utils import (filter_gt_instances, rename_loss_dict,
reweight_loss_dict)
from mmdet.registry i... | 11,647 | 42.625468 | 79 | py |
ERD | ERD-main/mmdet/models/detectors/kd_one_stage.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... | 4,987 | 39.552846 | 79 | py |
ERD | ERD-main/mmdet/models/detectors/fast_rcnn.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... | 925 | 33.296296 | 76 | py |
ERD | ERD-main/mmdet/models/detectors/autoassign.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 AutoAssign(SingleStageDetector):
"""Implementation of `AutoAssign: Differentiable Label ... | 1,798 | 39.886364 | 79 | py |
ERD | ERD-main/mmdet/models/detectors/cascade_rcnn.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... | 1,090 | 35.366667 | 74 | py |
ERD | ERD-main/mmdet/models/detectors/deformable_detr.py | # Copyright (c) OpenMMLab. All rights reserved.
import math
from typing import Dict, Tuple
import torch
import torch.nn.functional as F
from mmcv.cnn.bricks.transformer import MultiScaleDeformableAttention
from mmengine.model import xavier_init
from torch import Tensor, nn
from torch.nn.init import normal_
from mmdet... | 25,779 | 46.564576 | 132 | py |
ERD | ERD-main/mmdet/models/detectors/nasfcos.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... | 1,789 | 39.681818 | 78 | py |
ERD | ERD-main/mmdet/models/detectors/mask_rcnn.py | # Copyright (c) OpenMMLab. All rights reserved.
from mmengine.config import ConfigDict
from mmdet.registry import MODELS
from mmdet.utils import OptConfigType, OptMultiConfig
from .two_stage import TwoStageDetector
@MODELS.register_module()
class MaskRCNN(TwoStageDetector):
"""Implementation of `Mask R-CNN <http... | 1,023 | 32.032258 | 76 | py |
ERD | ERD-main/mmdet/models/detectors/soft_teacher.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.... | 16,860 | 43.488127 | 79 | py |
ERD | ERD-main/mmdet/models/detectors/d2_wrapper.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Union
from mmengine.config import ConfigDict
from mmengine.structures import InstanceData
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import SampleList
from mmdet.structures.bbox import BaseBoxes
from mmdet.structu... | 11,772 | 39.318493 | 79 | py |
ERD | ERD-main/mmdet/models/detectors/paa.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 PAA(SingleStageDetector):
"""Implementation of `PAA <https://arxiv.org/pdf/2007.08103.pd... | 1,679 | 39 | 77 | py |
ERD | ERD-main/mmdet/models/detectors/faster_rcnn.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 FasterRCNN(TwoStageDetector):
"""Implementation of `Faster R-CNN <https://arxiv.org/abs/1506.0... | 999 | 33.482759 | 78 | py |
ERD | ERD-main/mmdet/models/detectors/grid_rcnn.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 GridRCNN(TwoStageDetector):
"""Grid R-CNN.
This detector is the implementation of:
- ... | 1,118 | 31.911765 | 75 | py |
ERD | ERD-main/mmdet/models/detectors/rtmdet.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... | 2,073 | 38.132075 | 77 | py |
ERD | ERD-main/mmdet/models/detectors/gfl_increment_erd.py | # Copyright (c) OpenMMLab. All rights reserved.
import os
from collections import OrderedDict
from typing import List, Union
import torch
from mmengine import Config
from mmengine.registry import (MODELS)
from mmengine.runner.checkpoint import load_checkpoint, load_state_dict
from torch import Tensor
from ..utils imp... | 9,276 | 40.977376 | 116 | py |
ERD | ERD-main/mmdet/models/detectors/yolact.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 YOLACT(SingleStageInstanceSegmentor):
"""Implementation of `YOLACT... | 1,045 | 35.068966 | 72 | py |
ERD | ERD-main/mmdet/models/detectors/base_detr.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 .... | 14,268 | 41.84985 | 79 | py |
ERD | ERD-main/mmdet/models/detectors/rpn.py | # Copyright (c) OpenMMLab. All rights reserved.
import copy
import warnings
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_stage import SingleStageDetector
@MODELS.register... | 3,380 | 40.231707 | 77 | py |
ERD | ERD-main/mmdet/models/detectors/dino.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... | 13,511 | 46.244755 | 79 | py |
ERD | ERD-main/mmdet/models/detectors/trident_faster_rcnn.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):
"... | 3,358 | 39.963415 | 79 | py |
ERD | ERD-main/mmdet/models/detectors/retinanet.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... | 947 | 34.111111 | 75 | py |
ERD | ERD-main/mmdet/models/detectors/point_rend.py | # Copyright (c) OpenMMLab. All rights reserved.
from mmengine.config import ConfigDict
from mmdet.registry import MODELS
from mmdet.utils import OptConfigType, OptMultiConfig
from .two_stage import TwoStageDetector
@MODELS.register_module()
class PointRend(TwoStageDetector):
"""PointRend: Image Segmentation as R... | 1,103 | 29.666667 | 58 | py |
ERD | ERD-main/mmdet/models/detectors/queryinst.py | # Copyright (c) OpenMMLab. All rights reserved.
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .sparse_rcnn import SparseRCNN
@MODELS.register_module()
class QueryInst(SparseRCNN):
r"""Implementation of
`Instances as Queries <http://arxiv.org/abs/2105.... | 1,000 | 32.366667 | 65 | py |
ERD | ERD-main/mmdet/models/detectors/atss.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 ATSS(SingleStageDetector):
"""Implementation of `ATSS <https://arxiv.org/abs/1912.02424>... | 1,679 | 39 | 77 | py |
ERD | ERD-main/mmdet/models/detectors/panoptic_two_stage_segmentor.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... | 9,188 | 38.102128 | 79 | py |
ERD | ERD-main/mmdet/models/detectors/centernet.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)
<... | 974 | 31.5 | 65 | py |
ERD | ERD-main/mmdet/models/detectors/maskformer.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... | 7,161 | 40.883041 | 79 | py |
ERD | ERD-main/mmdet/models/detectors/fcos.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 FCOS(SingleStageDetector):
"""Implementation of `FCOS <https://arxiv.org/abs/1904.01355>... | 1,718 | 38.976744 | 76 | py |
ERD | ERD-main/mmdet/models/detectors/fovea.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... | 1,724 | 40.071429 | 76 | py |
ERD | ERD-main/mmdet/models/detectors/single_stage_instance_seg.py | # Copyright (c) OpenMMLab. All rights reserved.
import copy
from typing import Tuple
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.structures import OptSampleList, SampleList
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .base import BaseDetector
INF = 1e8
@MODELS.r... | 6,915 | 37.209945 | 78 | py |
ERD | ERD-main/mmdet/models/detectors/tood.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 TOOD(SingleStageDetector):
r"""Implementation of `TOOD: Task-aligned One-stage Object De... | 1,726 | 39.162791 | 77 | py |
ERD | ERD-main/mmdet/models/detectors/htc.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... | 490 | 27.882353 | 69 | py |
ERD | ERD-main/mmdet/models/detectors/__init__.py | # Copyright (c) OpenMMLab. All rights reserved.
from .atss import ATSS
from .autoassign import AutoAssign
from .base import BaseDetector
from .base_detr import DetectionTransformer
from .boxinst import BoxInst
from .cascade_rcnn import CascadeRCNN
from .centernet import CenterNet
from .condinst import CondInst
from .co... | 2,801 | 37.383562 | 83 | py |
ERD | ERD-main/mmdet/models/detectors/cornernet.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 CornerNet(SingleStageDetector):
"""CornerNet.
This detector is the implementation o... | 1,044 | 32.709677 | 74 | py |
ERD | ERD-main/mmdet/models/detectors/boxinst.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 BoxInst(SingleStageInstanceSegmentor):
"""Implementation of `BoxIn... | 1,047 | 35.137931 | 73 | py |
ERD | ERD-main/mmdet/models/detectors/dab_detr.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,
... | 5,907 | 41.2 | 79 | py |
ERD | ERD-main/mmdet/models/detectors/lad.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... | 3,880 | 40.287234 | 74 | py |
ERD | ERD-main/mmdet/models/detectors/vfnet.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 VFNet(SingleStageDetector):
"""Implementation of `VarifocalNet
(VFNet).<https://arxi... | 1,702 | 38.604651 | 77 | py |
ERD | ERD-main/mmdet/models/detectors/condinst.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 CondInst(SingleStageInstanceSegmentor):
"""Implementation of `Cond... | 1,049 | 35.206897 | 74 | py |
ERD | ERD-main/mmdet/models/detectors/panoptic_fpn.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... | 1,318 | 35.638889 | 67 | py |
ERD | ERD-main/mmdet/models/detectors/solov2.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 SOLOv2(SingleStageInstanceSegmentor):
"""`SOLOv2: Dynamic and Fast... | 1,099 | 33.375 | 67 | py |
ERD | ERD-main/mmdet/models/detectors/sparse_rcnn.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 SparseRCNN(TwoStageDetector):
r"""Implementation of `Sparse R-CNN: End-to-End Object Detection... | 1,208 | 36.78125 | 73 | py |
ERD | ERD-main/mmdet/models/detectors/mask_scoring_rcnn.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... | 997 | 30.1875 | 65 | py |
ERD | ERD-main/mmdet/models/detectors/yolof.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 YOLOF(SingleStageDetector):
r"""Implementation of `You Only Look One-level Feature
<... | 1,809 | 40.136364 | 77 | py |
ERD | ERD-main/mmdet/models/detectors/crowddet.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>`... | 1,829 | 38.782609 | 76 | py |
ERD | ERD-main/mmdet/models/detectors/mask2former.py | # Copyright (c) OpenMMLab. All rights reserved.
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .maskformer import MaskFormer
@MODELS.register_module()
class Mask2Former(MaskFormer):
r"""Implementation of `Masked-attention Mask
Transformer for Universal... | 1,136 | 35.677419 | 65 | py |
ERD | ERD-main/mmdet/models/seg_heads/base_semantic_head.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 ... | 3,866 | 32.921053 | 79 | py |
ERD | ERD-main/mmdet/models/seg_heads/panoptic_fpn_head.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... | 6,975 | 38.862857 | 79 | py |
ERD | ERD-main/mmdet/models/seg_heads/__init__.py | # Copyright (c) OpenMMLab. All rights reserved.
from .panoptic_fpn_head import PanopticFPNHead # noqa: F401,F403
from .panoptic_fusion_heads import * # noqa: F401,F403
| 170 | 41.75 | 65 | py |
ERD | ERD-main/mmdet/models/seg_heads/panoptic_fusion_heads/maskformer_fusion_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, PixelData
from torch import Tensor
from mmdet.evaluation.functional import INSTANCE_OFFSET
from mmdet.registry import MODELS
from mmdet.structures import S... | 10,522 | 38.411985 | 79 | py |
ERD | ERD-main/mmdet/models/seg_heads/panoptic_fusion_heads/heuristic_fusion_head.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... | 5,702 | 34.64375 | 79 | py |
ERD | ERD-main/mmdet/models/seg_heads/panoptic_fusion_heads/__init__.py | # Copyright (c) OpenMMLab. All rights reserved.
from .base_panoptic_fusion_head import \
BasePanopticFusionHead # noqa: F401,F403
from .heuristic_fusion_head import HeuristicFusionHead # noqa: F401,F403
from .maskformer_fusion_head import MaskFormerFusionHead # noqa: F401,F403
| 285 | 46.666667 | 75 | py |
ERD | ERD-main/mmdet/models/seg_heads/panoptic_fusion_heads/base_panoptic_fusion_head.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... | 1,369 | 30.136364 | 69 | py |
ERD | ERD-main/mmdet/models/necks/yolox_pafpn.py | # Copyright (c) OpenMMLab. All rights reserved.
import math
import torch
import torch.nn as nn
from mmcv.cnn import ConvModule, DepthwiseSeparableConvModule
from mmengine.model import BaseModule
from mmdet.registry import MODELS
from ..layers import CSPLayer
@MODELS.register_module()
class YOLOXPAFPN(BaseModule):
... | 5,658 | 35.044586 | 78 | py |
ERD | ERD-main/mmdet/models/necks/ssd_neck.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch
import torch.nn as nn
from mmcv.cnn import ConvModule, DepthwiseSeparableConvModule
from mmengine.model import BaseModule
from mmdet.registry import MODELS
@MODELS.register_module()
class SSDNeck(BaseModule):
"""Extra layers of SSD backbone to generate... | 4,901 | 36.707692 | 77 | py |
ERD | ERD-main/mmdet/models/necks/rfp.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmengine.model import BaseModule, ModuleList, constant_init, xavier_init
from mmdet.registry import MODELS
from .fpn import FPN
class ASPP(BaseModule):
"""ASPP (Atrous Spatial Pyramid Pooling)
... | 5,024 | 36.222222 | 78 | py |
ERD | ERD-main/mmdet/models/necks/dilated_encoder.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch.nn as nn
from mmcv.cnn import ConvModule, is_norm
from mmengine.model import caffe2_xavier_init, constant_init, normal_init
from torch.nn import BatchNorm2d
from mmdet.registry import MODELS
class Bottleneck(nn.Module):
"""Bottleneck block for DilatedE... | 3,967 | 35.072727 | 79 | py |
ERD | ERD-main/mmdet/models/necks/fpg.py | # Copyright (c) OpenMMLab. All rights reserved.
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
class Transition(BaseModule):
"""Base class for transition.
Args:
in_channels (int): Number of... | 16,397 | 39.289926 | 79 | py |
ERD | ERD-main/mmdet/models/necks/pafpn.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import ConvModule
from mmdet.registry import MODELS
from .fpn import FPN
@MODELS.register_module()
class PAFPN(FPN):
"""Path Aggregation Network for Instance Segmentation.
This is an implement... | 6,277 | 38.734177 | 79 | py |
ERD | ERD-main/mmdet/models/necks/nasfcos_fpn.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import ConvModule
from mmcv.ops.merge_cells import ConcatCell
from mmengine.model import BaseModule, caffe2_xavier_init
from mmdet.registry import MODELS
@MODELS.register_module()
class NASFCOS_FPN(Bas... | 6,713 | 38.263158 | 79 | py |
ERD | ERD-main/mmdet/models/necks/fpn_carafe.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch.nn as nn
from mmcv.cnn import ConvModule, build_upsample_layer
from mmcv.ops.carafe import CARAFEPack
from mmengine.model import BaseModule, ModuleList, xavier_init
from mmdet.registry import MODELS
@MODELS.register_module()
class FPN_CARAFE(BaseModule):
... | 11,159 | 39.434783 | 79 | py |
ERD | ERD-main/mmdet/models/necks/ct_resnet_neck.py | # Copyright (c) OpenMMLab. All rights reserved.
import math
from typing import Sequence, Tuple
import torch
import torch.nn as nn
from mmcv.cnn import ConvModule
from mmengine.model import BaseModule
from mmdet.registry import MODELS
from mmdet.utils import OptMultiConfig
@MODELS.register_module()
class CTResNetNec... | 4,038 | 38.213592 | 75 | py |
ERD | ERD-main/mmdet/models/necks/ssh.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Tuple
import torch
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, OptConfigType, OptMultiConfig
class SSHContextModule... | 7,456 | 33.364055 | 77 | py |
ERD | ERD-main/mmdet/models/necks/cspnext_pafpn.py | # Copyright (c) OpenMMLab. All rights reserved.
import math
from typing import Sequence, Tuple
import torch
import torch.nn as nn
from mmcv.cnn import ConvModule, DepthwiseSeparableConvModule
from mmengine.model import BaseModule
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.utils import Confi... | 6,178 | 35.134503 | 79 | py |
ERD | ERD-main/mmdet/models/necks/fpn.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Tuple, Union
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import ConvModule
from mmengine.model import BaseModule
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.utils import ConfigType, MultiConfig, ... | 9,420 | 41.436937 | 79 | py |
ERD | ERD-main/mmdet/models/necks/nas_fpn.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Tuple
import torch.nn as nn
from mmcv.cnn import ConvModule
from mmcv.ops.merge_cells import GlobalPoolingCell, SumCell
from mmengine.model import BaseModule, ModuleList
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.utils... | 6,878 | 38.994186 | 79 | py |
ERD | ERD-main/mmdet/models/necks/__init__.py | # Copyright (c) OpenMMLab. All rights reserved.
from .bfp import BFP
from .channel_mapper import ChannelMapper
from .cspnext_pafpn import CSPNeXtPAFPN
from .ct_resnet_neck import CTResNetNeck
from .dilated_encoder import DilatedEncoder
from .dyhead import DyHead
from .fpg import FPG
from .fpn import FPN
from .fpn_caraf... | 831 | 31 | 76 | py |
ERD | ERD-main/mmdet/models/necks/dyhead.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import build_activation_layer, build_norm_layer
from mmcv.ops.modulated_deform_conv import ModulatedDeformConv2d
from mmengine.model import BaseModule, constant_init, normal_init
from mmdet.registry impo... | 6,859 | 38.425287 | 78 | py |
ERD | ERD-main/mmdet/models/necks/bfp.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import Tuple
import torch.nn.functional as F
from mmcv.cnn import ConvModule
from mmcv.cnn.bricks import NonLocal2d
from mmengine.model import BaseModule
from torch import Tensor
from mmdet.registry import MODELS
from mmdet.utils import OptConfigType, OptMul... | 4,090 | 35.526786 | 79 | py |
ERD | ERD-main/mmdet/models/necks/yolo_neck.py | # Copyright (c) OpenMMLab. All rights reserved.
# Copyright (c) 2019 Western Digital Corporation or its affiliates.
from typing import List, Tuple
import torch
import torch.nn.functional as F
from mmcv.cnn import ConvModule
from mmengine.model import BaseModule
from torch import Tensor
from mmdet.registry import MODE... | 5,835 | 38.972603 | 77 | py |
ERD | ERD-main/mmdet/models/necks/channel_mapper.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.registry import MODELS
from mmdet.utils import OptConfigType, OptMultiConfig
@MODELS.register_module()
class ... | 4,262 | 38.841121 | 79 | py |
ERD | ERD-main/mmdet/models/necks/hrfpn.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import ConvModule
from mmengine.model import BaseModule
from torch.utils.checkpoint import checkpoint
from mmdet.registry import MODELS
@MODELS.register_module()
class HRFPN(BaseModule):
... | 3,519 | 33.851485 | 79 | py |
ERD | ERD-main/mmdet/models/layers/csp_layer.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch
import torch.nn as nn
from mmcv.cnn import ConvModule, DepthwiseSeparableConvModule
from mmengine.model import BaseModule
from torch import Tensor
from mmdet.utils import ConfigType, OptConfigType, OptMultiConfig
from .se_layer import ChannelAttention
clas... | 9,136 | 35.991903 | 79 | py |
ERD | ERD-main/mmdet/models/layers/msdeformattn_pixel_decoder.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Tuple, Union
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import Conv2d, ConvModule
from mmcv.cnn.bricks.transformer import MultiScaleDeformableAttention
from mmengine.model import (BaseModule, ModuleList, caff... | 10,613 | 41.798387 | 79 | py |
ERD | ERD-main/mmdet/models/layers/dropblock.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmdet.registry import MODELS
eps = 1e-6
@MODELS.register_module()
class DropBlock(nn.Module):
"""Randomly drop some regions of feature maps.
Please refer to the method proposed in `DropB... | 2,918 | 32.551724 | 79 | py |
ERD | ERD-main/mmdet/models/layers/se_layer.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch
import torch.nn as nn
from mmcv.cnn import ConvModule
from mmengine.model import BaseModule
from mmengine.utils import digit_version, is_tuple_of
from torch import Tensor
from mmdet.utils import MultiConfig, OptConfigType, OptMultiConfig
class SELayer(Base... | 6,523 | 39.02454 | 79 | py |
ERD | ERD-main/mmdet/models/layers/normed_predictor.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch
import torch.nn as nn
import torch.nn.functional as F
from torch import Tensor
from mmdet.registry import MODELS
MODELS.register_module('Linear', module=nn.Linear)
@MODELS.register_module(name='NormedLinear')
class NormedLinear(nn.Linear):
"""Normaliz... | 3,343 | 32.777778 | 77 | py |
ERD | ERD-main/mmdet/models/layers/pixel_decoder.py | # Copyright (c) OpenMMLab. All rights reserved.
from typing import List, Tuple, Union
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmcv.cnn import Conv2d, ConvModule
from mmengine.model import BaseModule, ModuleList, caffe2_xavier_init
from torch import Tensor
from mmdet.registry import MOD... | 10,136 | 39.548 | 79 | py |
ERD | ERD-main/mmdet/models/layers/conv_upsample.py | # Copyright (c) OpenMMLab. All rights reserved.
import torch.nn.functional as F
from mmcv.cnn import ConvModule
from mmengine.model import BaseModule, ModuleList
class ConvUpsample(BaseModule):
"""ConvUpsample performs 2x upsampling after Conv.
There are several `ConvModule` layers. In the first few layers, ... | 2,656 | 38.073529 | 78 | py |
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