MMDetection
v2.6.0
Get Started
Prerequisites
Installation
Verification
Benchmark and Model Zoo
Quick Run
1: Inference and train with existing models and standard datasets
2: Train with customized datasets
Tutorials
Tutorial 1: Learn about Configs
Tutorial 2: Customize Datasets
Tutorial 3: Customize Data Pipelines
Tutorial 4: Customize Models
Tutorial 5: Customize Runtime Settings
Tutorial 6: Customize Losses
Tutorial 7: Finetuning Models
Useful Tools and Scripts
Log Analysis
Visualization
Error Analysis
Model Complexity
Model conversion
Dataset Conversion
Miscellaneous
Notes
Compatibility with MMDetection 1.x
Projects based on MMDetection
Changelog
Trouble Shooting
API Reference
API Reference
MMDetection
Docs
»
Index
Edit on GitHub
Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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V
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W
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X
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Y
A
Accuracy (class in mmdet.models.losses)
accuracy() (in module mmdet.models.losses)
add_gt_() (mmdet.core.bbox.AssignResult method)
adjust_width_group() (mmdet.models.backbones.RegNet method)
Albu (class in mmdet.datasets.pipelines)
albu_builder() (mmdet.datasets.pipelines.Albu method)
allreduce_grads() (in module mmdet.core.utils)
anchor_center() (mmdet.models.dense_heads.GFLHead method)
anchor_inside_flags() (in module mmdet.core.anchor)
AnchorFreeHead (class in mmdet.models.dense_heads)
AnchorGenerator (class in mmdet.core.anchor)
AnchorHead (class in mmdet.models.dense_heads)
areas (mmdet.core.mask.BaseInstanceMasks attribute)
(mmdet.core.mask.BitmapMasks attribute)
(mmdet.core.mask.PolygonMasks attribute)
assign() (mmdet.core.bbox.BaseAssigner method)
(mmdet.core.bbox.CenterRegionAssigner method)
(mmdet.core.bbox.MaxIoUAssigner method)
assign_one_hot_gt_indices() (mmdet.core.bbox.CenterRegionAssigner method)
assign_wrt_overlaps() (mmdet.core.bbox.MaxIoUAssigner method)
AssignResult (class in mmdet.core.bbox)
AssociativeEmbeddingLoss (class in mmdet.models.losses)
async_inference_detector() (in module mmdet.apis)
async_simple_test() (mmdet.models.detectors.TwoStageDetector method)
(mmdet.models.roi_heads.BaseRoIHead method)
(mmdet.models.roi_heads.StandardRoIHead method)
ATSS (class in mmdet.models.detectors)
ATSSHead (class in mmdet.models.dense_heads)
aug_test() (mmdet.models.dense_heads.AnchorFreeHead method)
(mmdet.models.dense_heads.AnchorHead method)
(mmdet.models.dense_heads.YOLOV3Head method)
(mmdet.models.detectors.BaseDetector method)
(mmdet.models.detectors.CornerNet method)
(mmdet.models.detectors.RPN method)
(mmdet.models.detectors.SingleStageDetector method)
(mmdet.models.detectors.TwoStageDetector method)
(mmdet.models.detectors.YOLACT method)
(mmdet.models.roi_heads.BaseRoIHead method)
(mmdet.models.roi_heads.CascadeRoIHead method)
(mmdet.models.roi_heads.HybridTaskCascadeRoIHead method)
(mmdet.models.roi_heads.StandardRoIHead method)
aug_test_mask() (mmdet.models.roi_heads.PointRendRoIHead method)
AutoAugment (class in mmdet.datasets.pipelines)
average_precision() (in module mmdet.core.evaluation)
B
balanced_l1_loss() (in module mmdet.models.losses)
BalancedL1Loss (class in mmdet.models.losses)
BaseAssigner (class in mmdet.core.bbox)
BaseBBoxCoder (class in mmdet.core.bbox)
BaseDetector (class in mmdet.models.detectors)
BaseInstanceMasks (class in mmdet.core.mask)
BaseRoIHead (class in mmdet.models.roi_heads)
BaseSampler (class in mmdet.core.bbox)
bbox2distance() (in module mmdet.core.bbox)
bbox2result() (in module mmdet.core.bbox)
bbox2roi() (in module mmdet.core.bbox)
bbox_flip() (in module mmdet.core.bbox)
(mmdet.datasets.pipelines.RandomFlip method)
bbox_mapping() (in module mmdet.core.bbox)
bbox_mapping_back() (in module mmdet.core.bbox)
bbox_overlaps() (in module mmdet.core.bbox)
bbox_rescale() (in module mmdet.core.bbox)
bboxes (mmdet.core.bbox.SamplingResult attribute)
BBoxHead (class in mmdet.models.roi_heads)
BboxOverlaps2D (class in mmdet.core.bbox)
before_train_epoch() (mmdet.core.evaluation.EvalHook method)
BFP (class in mmdet.models.necks)
binary_cross_entropy() (in module mmdet.models.losses)
BitmapMasks (class in mmdet.core.mask)
bounded_iou_loss() (in module mmdet.models.losses)
BoundedIoULoss (class in mmdet.models.losses)
BrightnessTransform (class in mmdet.datasets.pipelines)
build_assigner() (in module mmdet.core.bbox)
build_bbox_coder() (in module mmdet.core.bbox)
build_dataloader() (in module mmdet.datasets)
build_model_from_cfg() (in module mmdet.core.export)
build_sampler() (in module mmdet.core.bbox)
C
calc_region() (in module mmdet.core.anchor)
calc_sub_regions() (mmdet.models.roi_heads.GridHead method)
calculate_pos_recall() (mmdet.models.dense_heads.FSAFHead method)
carl_loss() (in module mmdet.models.losses)
CascadeRCNN (class in mmdet.models.detectors)
CascadeRoIHead (class in mmdet.models.roi_heads)
centerness_target() (mmdet.models.dense_heads.FCOSHead method)
CenterRegionAssigner (class in mmdet.core.bbox)
centers_to_bboxes() (mmdet.models.dense_heads.RepPointsHead method)
CentripetalHead (class in mmdet.models.dense_heads)
CIoULoss (class in mmdet.models.losses)
CityscapesDataset (class in mmdet.datasets)
ClassBalancedDataset (class in mmdet.datasets)
CoarseMaskHead (class in mmdet.models.roi_heads)
CocoDataset (class in mmdet.datasets)
Collect (class in mmdet.datasets.pipelines)
collect_loss_level_single() (mmdet.models.dense_heads.FSAFHead method)
ColorTransform (class in mmdet.datasets.pipelines)
CombinedSampler (class in mmdet.core.bbox)
Compose (class in mmdet.datasets.pipelines)
ConcatDataset (class in mmdet.datasets)
ContrastTransform (class in mmdet.datasets.pipelines)
ConvFCBBoxHead (class in mmdet.models.roi_heads)
CornerHead (class in mmdet.models.dense_heads)
CornerNet (class in mmdet.models.detectors)
crop() (mmdet.core.mask.BaseInstanceMasks method)
(mmdet.core.mask.BitmapMasks method)
(mmdet.core.mask.PolygonMasks method)
(mmdet.models.dense_heads.YOLACTProtonet method)
crop_and_resize() (mmdet.core.mask.BaseInstanceMasks method)
(mmdet.core.mask.BitmapMasks method)
(mmdet.core.mask.PolygonMasks method)
cross_entropy() (in module mmdet.models.losses)
CrossEntropyLoss (class in mmdet.models.losses)
CustomDataset (class in mmdet.datasets)
CutOut (class in mmdet.datasets.pipelines)
D
Darknet (class in mmdet.models.backbones)
dataloader (mmdet.core.evaluation.DistEvalHook attribute)
(mmdet.core.evaluation.EvalHook attribute)
decode() (mmdet.core.bbox.BaseBBoxCoder method)
(mmdet.core.bbox.DeltaXYWHBBoxCoder method)
(mmdet.core.bbox.PseudoBBoxCoder method)
(mmdet.core.bbox.TBLRBBoxCoder method)
decode_heatmap() (mmdet.models.dense_heads.CornerHead method)
DeepFashionDataset (class in mmdet.datasets)
DefaultFormatBundle (class in mmdet.datasets.pipelines)
DeltaXYWHBBoxCoder (class in mmdet.core.bbox)
DetectoRS_ResNet (class in mmdet.models.backbones)
DetectoRS_ResNeXt (class in mmdet.models.backbones)
DIoULoss (class in mmdet.models.losses)
distance2bbox() (in module mmdet.core.bbox)
DistEvalHook (class in mmdet.core.evaluation)
DistOptimizerHook (class in mmdet.core.utils)
DistributedGroupSampler (class in mmdet.datasets)
DistributedSampler (class in mmdet.datasets)
DistributionFocalLoss (class in mmdet.models.losses)
DoubleConvFCBBoxHead (class in mmdet.models.roi_heads)
DoubleHeadRoIHead (class in mmdet.models.roi_heads)
DynamicRoIHead (class in mmdet.models.roi_heads)
E
encode() (mmdet.core.bbox.BaseBBoxCoder method)
(mmdet.core.bbox.DeltaXYWHBBoxCoder method)
(mmdet.core.bbox.PseudoBBoxCoder method)
(mmdet.core.bbox.TBLRBBoxCoder method)
encode_mask_results() (in module mmdet.core.mask)
EqualizeTransform (class in mmdet.datasets.pipelines)
eval_map() (in module mmdet.core.evaluation)
eval_recalls() (in module mmdet.core.evaluation)
EvalHook (class in mmdet.core.evaluation)
evaluate() (mmdet.datasets.CityscapesDataset method)
(mmdet.datasets.CocoDataset method)
(mmdet.datasets.ConcatDataset method)
(mmdet.datasets.CustomDataset method)
(mmdet.datasets.LVISV05Dataset method)
(mmdet.datasets.VOCDataset method)
evaluation_flag() (mmdet.core.evaluation.EvalHook method)
Expand (class in mmdet.datasets.pipelines)
expand() (mmdet.core.mask.BaseInstanceMasks method)
(mmdet.core.mask.BitmapMasks method)
(mmdet.core.mask.PolygonMasks method)
extract_feat() (mmdet.models.detectors.BaseDetector method)
(mmdet.models.detectors.RPN method)
(mmdet.models.detectors.SingleStageDetector method)
(mmdet.models.detectors.TwoStageDetector method)
extract_feats() (mmdet.models.detectors.BaseDetector method)
F
fast_nms() (in module mmdet.core.post_processing)
FasterRCNN (class in mmdet.models.detectors)
FastRCNN (class in mmdet.models.detectors)
FCNMaskHead (class in mmdet.models.roi_heads)
FCOS (class in mmdet.models.detectors)
FCOSHead (class in mmdet.models.dense_heads)
FeatureAdaption (class in mmdet.models.dense_heads)
flip() (mmdet.core.mask.BaseInstanceMasks method)
(mmdet.core.mask.BitmapMasks method)
(mmdet.core.mask.PolygonMasks method)
FocalLoss (class in mmdet.models.losses)
format_results() (mmdet.datasets.CityscapesDataset method)
(mmdet.datasets.CocoDataset method)
(mmdet.datasets.CustomDataset method)
forward() (mmdet.models.backbones.Darknet method)
(mmdet.models.backbones.DetectoRS_ResNet method)
(mmdet.models.backbones.HRNet method)
(mmdet.models.backbones.HourglassNet method)
(mmdet.models.backbones.RegNet method)
(mmdet.models.backbones.ResNet method)
(mmdet.models.backbones.SSDVGG method)
(mmdet.models.dense_heads.ATSSHead method)
(mmdet.models.dense_heads.AnchorFreeHead method)
(mmdet.models.dense_heads.AnchorHead method)
(mmdet.models.dense_heads.CornerHead method)
(mmdet.models.dense_heads.FCOSHead method)
(mmdet.models.dense_heads.FeatureAdaption method)
(mmdet.models.dense_heads.GFLHead method)
(mmdet.models.dense_heads.GuidedAnchorHead method)
(mmdet.models.dense_heads.RepPointsHead method)
(mmdet.models.dense_heads.RetinaSepBNHead method)
(mmdet.models.dense_heads.SABLRetinaHead method)
(mmdet.models.dense_heads.SSDHead method)
(mmdet.models.dense_heads.VFNetHead method)
(mmdet.models.dense_heads.YOLACTProtonet method)
(mmdet.models.dense_heads.YOLACTSegmHead method)
(mmdet.models.dense_heads.YOLOV3Head method)
(mmdet.models.detectors.BaseDetector method)
(mmdet.models.losses.Accuracy method)
(mmdet.models.losses.AssociativeEmbeddingLoss method)
(mmdet.models.losses.BalancedL1Loss method)
(mmdet.models.losses.BoundedIoULoss method)
(mmdet.models.losses.CIoULoss method)
(mmdet.models.losses.CrossEntropyLoss method)
(mmdet.models.losses.DIoULoss method)
(mmdet.models.losses.DistributionFocalLoss method)
(mmdet.models.losses.FocalLoss method)
(mmdet.models.losses.GHMC method)
(mmdet.models.losses.GHMR method)
(mmdet.models.losses.GIoULoss method)
(mmdet.models.losses.GaussianFocalLoss method)
(mmdet.models.losses.IoULoss method)
(mmdet.models.losses.L1Loss method)
(mmdet.models.losses.MSELoss method)
(mmdet.models.losses.QualityFocalLoss method)
(mmdet.models.losses.SmoothL1Loss method)
(mmdet.models.losses.VarifocalLoss method)
(mmdet.models.necks.BFP method)
(mmdet.models.necks.FPN method)
(mmdet.models.necks.FPN_CARAFE method)
(mmdet.models.necks.HRFPN method)
(mmdet.models.necks.NASFCOS_FPN method)
(mmdet.models.necks.NASFPN method)
(mmdet.models.necks.PAFPN method)
(mmdet.models.necks.RFP method)
(mmdet.models.necks.YOLOV3Neck method)
(mmdet.models.roi_heads.BBoxHead method)
(mmdet.models.roi_heads.CoarseMaskHead method)
(mmdet.models.roi_heads.ConvFCBBoxHead method)
(mmdet.models.roi_heads.DoubleConvFCBBoxHead method)
(mmdet.models.roi_heads.FCNMaskHead method)
(mmdet.models.roi_heads.FusedSemanticHead method)
(mmdet.models.roi_heads.GridHead method)
(mmdet.models.roi_heads.HTCMaskHead method)
(mmdet.models.roi_heads.MaskIoUHead method)
(mmdet.models.roi_heads.MaskPointHead method)
(mmdet.models.roi_heads.ResLayer method)
(mmdet.models.roi_heads.SingleRoIExtractor method)
forward_dummy() (mmdet.models.detectors.RPN method)
(mmdet.models.detectors.SingleStageDetector method)
(mmdet.models.detectors.TwoStageDetector method)
(mmdet.models.detectors.YOLACT method)
(mmdet.models.roi_heads.CascadeRoIHead method)
(mmdet.models.roi_heads.GridRoIHead method)
(mmdet.models.roi_heads.HybridTaskCascadeRoIHead method)
(mmdet.models.roi_heads.StandardRoIHead method)
forward_single() (mmdet.models.dense_heads.AnchorFreeHead method)
(mmdet.models.dense_heads.ATSSHead method)
(mmdet.models.dense_heads.AnchorHead method)
(mmdet.models.dense_heads.CentripetalHead method)
(mmdet.models.dense_heads.CornerHead method)
(mmdet.models.dense_heads.FCOSHead method)
(mmdet.models.dense_heads.FSAFHead method)
(mmdet.models.dense_heads.FoveaHead method)
(mmdet.models.dense_heads.GARPNHead method)
(mmdet.models.dense_heads.GARetinaHead method)
(mmdet.models.dense_heads.GFLHead method)
(mmdet.models.dense_heads.GuidedAnchorHead method)
(mmdet.models.dense_heads.RPNHead method)
(mmdet.models.dense_heads.RepPointsHead method)
(mmdet.models.dense_heads.RetinaHead method)
(mmdet.models.dense_heads.VFNetHead method)
(mmdet.models.dense_heads.YOLACTHead method)
forward_test() (mmdet.models.detectors.BaseDetector method)
(mmdet.models.detectors.FastRCNN method)
forward_train() (mmdet.models.detectors.BaseDetector method)
(mmdet.models.detectors.RPN method)
(mmdet.models.detectors.SingleStageDetector method)
(mmdet.models.detectors.TwoStageDetector method)
(mmdet.models.detectors.YOLACT method)
(mmdet.models.roi_heads.BaseRoIHead method)
(mmdet.models.roi_heads.CascadeRoIHead method)
(mmdet.models.roi_heads.DynamicRoIHead method)
(mmdet.models.roi_heads.HybridTaskCascadeRoIHead method)
(mmdet.models.roi_heads.PISARoIHead method)
(mmdet.models.roi_heads.StandardRoIHead method)
FOVEA (class in mmdet.models.detectors)
FoveaHead (class in mmdet.models.dense_heads)
FPN (class in mmdet.models.necks)
FPN_CARAFE (class in mmdet.models.necks)
FreeAnchorRetinaHead (class in mmdet.models.dense_heads)
FSAF (class in mmdet.models.detectors)
FSAFHead (class in mmdet.models.dense_heads)
FusedSemanticHead (class in mmdet.models.roi_heads)
G
ga_loc_targets() (mmdet.models.dense_heads.GuidedAnchorHead method)
ga_shape_targets() (mmdet.models.dense_heads.GuidedAnchorHead method)
GARetinaHead (class in mmdet.models.dense_heads)
GARPNHead (class in mmdet.models.dense_heads)
gaussian_radius() (in module mmdet.models.utils)
GaussianFocalLoss (class in mmdet.models.losses)
gen_base_anchors() (mmdet.core.anchor.AnchorGenerator method)
(mmdet.core.anchor.YOLOAnchorGenerator method)
gen_gaussian_target() (in module mmdet.models.utils)
gen_grid_from_reg() (mmdet.models.dense_heads.RepPointsHead method)
gen_single_level_base_anchors() (mmdet.core.anchor.AnchorGenerator method)
(mmdet.core.anchor.LegacyAnchorGenerator method)
(mmdet.core.anchor.YOLOAnchorGenerator method)
generate_inputs_and_wrap_model() (in module mmdet.core.export)
generate_regnet() (mmdet.models.backbones.RegNet method)
get_anchors() (mmdet.models.dense_heads.AnchorHead method)
(mmdet.models.dense_heads.GuidedAnchorHead method)
(mmdet.models.dense_heads.SABLRetinaHead method)
get_ann_info() (mmdet.datasets.CocoDataset method)
(mmdet.datasets.CustomDataset method)
(mmdet.datasets.XMLDataset method)
get_atss_targets() (mmdet.models.dense_heads.VFNetHead method)
get_bboxes() (mmdet.models.dense_heads.AnchorFreeHead method)
(mmdet.models.dense_heads.ATSSHead method)
(mmdet.models.dense_heads.AnchorHead method)
(mmdet.models.dense_heads.CentripetalHead method)
(mmdet.models.dense_heads.CornerHead method)
(mmdet.models.dense_heads.FCOSHead method)
(mmdet.models.dense_heads.FoveaHead method)
(mmdet.models.dense_heads.GuidedAnchorHead method)
(mmdet.models.dense_heads.RepPointsHead method)
(mmdet.models.dense_heads.SABLRetinaHead method)
(mmdet.models.dense_heads.VFNetHead method)
(mmdet.models.dense_heads.YOLACTHead method)
(mmdet.models.dense_heads.YOLOV3Head method)
get_cat_ids() (mmdet.datasets.CocoDataset method)
(mmdet.datasets.ConcatDataset method)
(mmdet.datasets.CustomDataset method)
(mmdet.datasets.RepeatDataset method)
(mmdet.datasets.XMLDataset method)
get_classes() (in module mmdet.core.evaluation)
(mmdet.datasets.CustomDataset class method)
get_extra_property() (mmdet.core.bbox.AssignResult method)
get_fcos_targets() (mmdet.models.dense_heads.VFNetHead method)
get_gt_priorities() (mmdet.core.bbox.CenterRegionAssigner method)
get_mask_scores() (mmdet.models.roi_heads.MaskIoUHead method)
get_points() (mmdet.models.dense_heads.AnchorFreeHead method)
(mmdet.models.dense_heads.RepPointsHead method)
get_pos_loss() (mmdet.models.dense_heads.PAAHead method)
get_roi_rel_points_test() (mmdet.models.roi_heads.MaskPointHead method)
get_roi_rel_points_train() (mmdet.models.roi_heads.MaskPointHead method)
get_root_logger() (in module mmdet.apis)
get_sampled_approxs() (mmdet.models.dense_heads.GuidedAnchorHead method)
get_seg_masks() (mmdet.models.dense_heads.YOLACTProtonet method)
(mmdet.models.roi_heads.FCNMaskHead method)
get_stages_from_blocks() (mmdet.models.backbones.RegNet method)
get_target() (mmdet.models.dense_heads.SABLRetinaHead method)
get_targets() (mmdet.models.dense_heads.AnchorFreeHead method)
(mmdet.models.dense_heads.ATSSHead method)
(mmdet.models.dense_heads.AnchorHead method)
(mmdet.models.dense_heads.CornerHead method)
(mmdet.models.dense_heads.FCOSHead method)
(mmdet.models.dense_heads.FoveaHead method)
(mmdet.models.dense_heads.GFLHead method)
(mmdet.models.dense_heads.PAAHead method)
(mmdet.models.dense_heads.RepPointsHead method)
(mmdet.models.dense_heads.VFNetHead method)
(mmdet.models.dense_heads.YOLACTProtonet method)
(mmdet.models.dense_heads.YOLACTSegmHead method)
(mmdet.models.dense_heads.YOLOV3Head method)
(mmdet.models.roi_heads.MaskIoUHead method)
(mmdet.models.roi_heads.MaskPointHead method)
GFL (class in mmdet.models.detectors)
GFLHead (class in mmdet.models.dense_heads)
GHMC (class in mmdet.models.losses)
GHMR (class in mmdet.models.losses)
GIoULoss (class in mmdet.models.losses)
gmm_separation_scheme() (mmdet.models.dense_heads.PAAHead method)
gpu_collect (mmdet.core.evaluation.DistEvalHook attribute)
grid_anchors() (mmdet.core.anchor.AnchorGenerator method)
GridHead (class in mmdet.models.roi_heads)
GridRCNN (class in mmdet.models.detectors)
GridRoIHead (class in mmdet.models.roi_heads)
GroupSampler (class in mmdet.datasets)
gt_inds (mmdet.core.bbox.AssignResult attribute)
GuidedAnchorHead (class in mmdet.models.dense_heads)
H
HourglassNet (class in mmdet.models.backbones)
HRFPN (class in mmdet.models.necks)
HRNet (class in mmdet.models.backbones)
HTCMaskHead (class in mmdet.models.roi_heads)
HybridTaskCascade (class in mmdet.models.detectors)
HybridTaskCascadeRoIHead (class in mmdet.models.roi_heads)
I
images_to_levels() (in module mmdet.core.anchor)
ImageToTensor (class in mmdet.datasets.pipelines)
inference_detector() (in module mmdet.apis)
info (mmdet.core.bbox.AssignResult attribute)
(mmdet.core.bbox.SamplingResult attribute)
init_assigner_sampler() (mmdet.models.roi_heads.BaseRoIHead method)
(mmdet.models.roi_heads.CascadeRoIHead method)
(mmdet.models.roi_heads.StandardRoIHead method)
init_bbox_head() (mmdet.models.roi_heads.BaseRoIHead method)
(mmdet.models.roi_heads.CascadeRoIHead method)
(mmdet.models.roi_heads.StandardRoIHead method)
init_detector() (in module mmdet.apis)
init_mask_head() (mmdet.models.roi_heads.BaseRoIHead method)
(mmdet.models.roi_heads.CascadeRoIHead method)
(mmdet.models.roi_heads.StandardRoIHead method)
init_point_head() (mmdet.models.roi_heads.PointRendRoIHead method)
init_segm_mask_weights() (mmdet.models.detectors.YOLACT method)
init_weights() (mmdet.models.backbones.HourglassNet method)
(mmdet.models.backbones.HRNet method)
(mmdet.models.backbones.Res2Net method)
(mmdet.models.backbones.ResNet method)
(mmdet.models.backbones.SSDVGG method)
(mmdet.models.dense_heads.ATSSHead method)
(mmdet.models.dense_heads.AnchorFreeHead method)
(mmdet.models.dense_heads.AnchorHead method)
(mmdet.models.dense_heads.CentripetalHead method)
(mmdet.models.dense_heads.CornerHead method)
(mmdet.models.dense_heads.FCOSHead method)
(mmdet.models.dense_heads.FSAFHead method)
(mmdet.models.dense_heads.FoveaHead method)
(mmdet.models.dense_heads.GARPNHead method)
(mmdet.models.dense_heads.GARetinaHead method)
(mmdet.models.dense_heads.GFLHead method)
(mmdet.models.dense_heads.GuidedAnchorHead method)
(mmdet.models.dense_heads.NASFCOSHead method)
(mmdet.models.dense_heads.RPNHead method)
(mmdet.models.dense_heads.RepPointsHead method)
(mmdet.models.dense_heads.RetinaHead method)
(mmdet.models.dense_heads.RetinaSepBNHead method)
(mmdet.models.dense_heads.SSDHead method)
(mmdet.models.dense_heads.VFNetHead method)
(mmdet.models.dense_heads.YOLACTHead method)
(mmdet.models.dense_heads.YOLACTProtonet method)
(mmdet.models.dense_heads.YOLACTSegmHead method)
(mmdet.models.dense_heads.YOLOV3Head method)
(mmdet.models.detectors.BaseDetector method)
(mmdet.models.detectors.RPN method)
(mmdet.models.detectors.SingleStageDetector method)
(mmdet.models.detectors.TwoStageDetector method)
(mmdet.models.necks.BFP method)
(mmdet.models.necks.FPN method)
(mmdet.models.necks.FPN_CARAFE method)
(mmdet.models.necks.HRFPN method)
(mmdet.models.necks.NASFCOS_FPN method)
(mmdet.models.necks.NASFPN method)
(mmdet.models.necks.RFP method)
(mmdet.models.necks.YOLOV3Neck method)
(mmdet.models.roi_heads.BaseRoIHead method)
(mmdet.models.roi_heads.CascadeRoIHead method)
(mmdet.models.roi_heads.GridRoIHead method)
(mmdet.models.roi_heads.HybridTaskCascadeRoIHead method)
(mmdet.models.roi_heads.MaskPointHead method)
(mmdet.models.roi_heads.MaskScoringRoIHead method)
(mmdet.models.roi_heads.PointRendRoIHead method)
(mmdet.models.roi_heads.ResLayer method)
(mmdet.models.roi_heads.StandardRoIHead method)
InstaBoost (class in mmdet.datasets.pipelines)
InstanceBalancedPosSampler (class in mmdet.core.bbox)
interval (mmdet.core.evaluation.DistEvalHook attribute)
(mmdet.core.evaluation.EvalHook attribute)
iou_loss() (in module mmdet.models.losses)
IoUBalancedNegSampler (class in mmdet.core.bbox)
IoULoss (class in mmdet.models.losses)
isr_p() (in module mmdet.models.losses)
L
l1_loss() (in module mmdet.models.losses)
L1Loss (class in mmdet.models.losses)
labels (mmdet.core.bbox.AssignResult attribute)
LegacyAnchorGenerator (class in mmdet.core.anchor)
load_annotations() (mmdet.datasets.CocoDataset method)
(mmdet.datasets.CustomDataset method)
(mmdet.datasets.LVISV05Dataset method)
(mmdet.datasets.LVISV1Dataset method)
(mmdet.datasets.WIDERFaceDataset method)
(mmdet.datasets.XMLDataset method)
load_proposals() (mmdet.datasets.CustomDataset method)
LoadAnnotations (class in mmdet.datasets.pipelines)
LoadImageFromFile (class in mmdet.datasets.pipelines)
LoadImageFromWebcam (class in mmdet.datasets.pipelines)
LoadMultiChannelImageFromFiles (class in mmdet.datasets.pipelines)
LoadProposals (class in mmdet.datasets.pipelines)
loss() (mmdet.models.dense_heads.AnchorFreeHead method)
(mmdet.models.dense_heads.ATSSHead method)
(mmdet.models.dense_heads.AnchorHead method)
(mmdet.models.dense_heads.CentripetalHead method)
(mmdet.models.dense_heads.CornerHead method)
(mmdet.models.dense_heads.FCOSHead method)
(mmdet.models.dense_heads.FSAFHead method)
(mmdet.models.dense_heads.FoveaHead method)
(mmdet.models.dense_heads.FreeAnchorRetinaHead method)
(mmdet.models.dense_heads.GARPNHead method)
(mmdet.models.dense_heads.GFLHead method)
(mmdet.models.dense_heads.GuidedAnchorHead method)
(mmdet.models.dense_heads.PAAHead method)
(mmdet.models.dense_heads.PISARetinaHead method)
(mmdet.models.dense_heads.PISASSDHead method)
(mmdet.models.dense_heads.RPNHead method)
(mmdet.models.dense_heads.RepPointsHead method)
(mmdet.models.dense_heads.SABLRetinaHead method)
(mmdet.models.dense_heads.SSDHead method)
(mmdet.models.dense_heads.VFNetHead method)
(mmdet.models.dense_heads.YOLACTHead method)
(mmdet.models.dense_heads.YOLACTProtonet method)
(mmdet.models.dense_heads.YOLACTSegmHead method)
(mmdet.models.dense_heads.YOLOV3Head method)
(mmdet.models.roi_heads.MaskPointHead method)
loss_single() (mmdet.models.dense_heads.AnchorHead method)
(mmdet.models.dense_heads.ATSSHead method)
(mmdet.models.dense_heads.CentripetalHead method)
(mmdet.models.dense_heads.CornerHead method)
(mmdet.models.dense_heads.GFLHead method)
(mmdet.models.dense_heads.SSDHead method)
(mmdet.models.dense_heads.YOLOV3Head method)
loss_single_OHEM() (mmdet.models.dense_heads.YOLACTHead method)
LVISDataset (in module mmdet.datasets)
LVISV05Dataset (class in mmdet.datasets)
LVISV1Dataset (class in mmdet.datasets)
M
make_conv_res_block() (mmdet.models.backbones.Darknet static method)
make_res_layer() (mmdet.models.backbones.DetectoRS_ResNet method)
(mmdet.models.backbones.DetectoRS_ResNeXt method)
(mmdet.models.backbones.Res2Net method)
(mmdet.models.backbones.ResNeXt method)
(mmdet.models.backbones.ResNet method)
make_stage_plugins() (mmdet.models.backbones.ResNet method)
map_roi_levels() (mmdet.models.roi_heads.SingleRoIExtractor method)
mapper() (mmdet.datasets.pipelines.Albu static method)
mask_cross_entropy() (in module mmdet.models.losses)
mask_target() (in module mmdet.core.mask)
MaskIoUHead (class in mmdet.models.roi_heads)
MaskPointHead (class in mmdet.models.roi_heads)
MaskRCNN (class in mmdet.models.detectors)
MaskScoringRCNN (class in mmdet.models.detectors)
MaskScoringRoIHead (class in mmdet.models.roi_heads)
max_overlaps (mmdet.core.bbox.AssignResult attribute)
MaxIoUAssigner (class in mmdet.core.bbox)
merge_aug_bboxes() (in module mmdet.core.post_processing)
merge_aug_masks() (in module mmdet.core.post_processing)
merge_aug_proposals() (in module mmdet.core.post_processing)
merge_aug_results() (mmdet.models.detectors.CornerNet method)
merge_aug_scores() (in module mmdet.core.post_processing)
MinIoURandomCrop (class in mmdet.datasets.pipelines)
mmdet.apis (module)
mmdet.core.anchor (module)
mmdet.core.bbox (module)
mmdet.core.evaluation (module)
mmdet.core.export (module)
mmdet.core.mask (module)
mmdet.core.post_processing (module)
mmdet.core.utils (module)
mmdet.datasets (module)
mmdet.datasets.pipelines (module)
mmdet.models.backbones (module)
mmdet.models.dense_heads (module)
mmdet.models.detectors (module)
mmdet.models.losses (module)
mmdet.models.necks (module)
mmdet.models.roi_heads (module)
mmdet.models.utils (module)
mse_loss() (in module mmdet.models.losses)
MSELoss (class in mmdet.models.losses)
multi_apply() (in module mmdet.core.utils)
multi_gpu_test() (in module mmdet.apis)
multiclass_nms() (in module mmdet.core.post_processing)
MultiScaleFlipAug (class in mmdet.datasets.pipelines)
N
NASFCOS (class in mmdet.models.detectors)
NASFCOS_FPN (class in mmdet.models.necks)
NASFCOSHead (class in mmdet.models.dense_heads)
NASFPN (class in mmdet.models.necks)
negative_bag_loss() (mmdet.models.dense_heads.FreeAnchorRetinaHead method)
norm1 (mmdet.models.backbones.HRNet attribute)
(mmdet.models.backbones.ResNet attribute)
norm2 (mmdet.models.backbones.HRNet attribute)
Normalize (class in mmdet.datasets.pipelines)
num_attrib (mmdet.models.dense_heads.YOLOV3Head attribute)
num_base_anchors (mmdet.core.anchor.AnchorGenerator attribute)
num_gts (mmdet.core.bbox.AssignResult attribute)
num_levels (mmdet.core.anchor.AnchorGenerator attribute)
(mmdet.core.anchor.YOLOAnchorGenerator attribute)
num_preds (mmdet.core.bbox.AssignResult attribute)
O
offset_to_pts() (mmdet.models.dense_heads.RepPointsHead method)
OHEMSampler (class in mmdet.core.bbox)
P
PAA (class in mmdet.models.detectors)
paa_reassign() (mmdet.models.dense_heads.PAAHead method)
PAAHead (class in mmdet.models.dense_heads)
Pad (class in mmdet.datasets.pipelines)
pad() (mmdet.core.mask.BaseInstanceMasks method)
(mmdet.core.mask.BitmapMasks method)
(mmdet.core.mask.PolygonMasks method)
PAFPN (class in mmdet.models.necks)
PhotoMetricDistortion (class in mmdet.datasets.pipelines)
PISARetinaHead (class in mmdet.models.dense_heads)
PISARoIHead (class in mmdet.models.roi_heads)
PISASSDHead (class in mmdet.models.dense_heads)
plot_iou_recall() (in module mmdet.core.evaluation)
plot_num_recall() (in module mmdet.core.evaluation)
PointRend (class in mmdet.models.detectors)
PointRendRoIHead (class in mmdet.models.roi_heads)
points2bbox() (mmdet.models.dense_heads.RepPointsHead method)
PolygonMasks (class in mmdet.core.mask)
positive_bag_loss() (mmdet.models.dense_heads.FreeAnchorRetinaHead method)
pre_pipeline() (mmdet.datasets.CustomDataset method)
prepare_test_img() (mmdet.datasets.CustomDataset method)
prepare_train_img() (mmdet.datasets.CustomDataset method)
preprocess_example_input() (in module mmdet.core.export)
print_map_summary() (in module mmdet.core.evaluation)
print_recall_summary() (in module mmdet.core.evaluation)
process_polygons() (mmdet.datasets.pipelines.LoadAnnotations method)
PseudoBBoxCoder (class in mmdet.core.bbox)
PseudoSampler (class in mmdet.core.bbox)
Q
QualityFocalLoss (class in mmdet.models.losses)
quantize_float() (mmdet.models.backbones.RegNet static method)
R
random() (mmdet.core.bbox.AssignResult class method)
(mmdet.core.bbox.SamplingResult class method)
random_choice() (mmdet.core.bbox.RandomSampler method)
(mmdet.core.bbox.ScoreHLRSampler static method)
random_sample() (mmdet.datasets.pipelines.Resize static method)
random_sample_ratio() (mmdet.datasets.pipelines.Resize static method)
random_select() (mmdet.datasets.pipelines.Resize static method)
RandomCenterCropPad (class in mmdet.datasets.pipelines)
RandomCrop (class in mmdet.datasets.pipelines)
RandomFlip (class in mmdet.datasets.pipelines)
RandomSampler (class in mmdet.core.bbox)
reduce_loss() (in module mmdet.models.losses)
refine_bboxes() (mmdet.models.roi_heads.BBoxHead method)
RegNet (class in mmdet.models.backbones)
regress_by_class() (mmdet.models.roi_heads.BBoxHead method)
RepeatDataset (class in mmdet.datasets)
replace_ImageToTensor() (in module mmdet.datasets)
RepPointsDetector (class in mmdet.models.detectors)
RepPointsHead (class in mmdet.models.dense_heads)
Res2Net (class in mmdet.models.backbones)
rescale() (mmdet.core.mask.BaseInstanceMasks method)
(mmdet.core.mask.BitmapMasks method)
(mmdet.core.mask.PolygonMasks method)
Resize (class in mmdet.datasets.pipelines)
resize() (mmdet.core.mask.BaseInstanceMasks method)
(mmdet.core.mask.BitmapMasks method)
(mmdet.core.mask.PolygonMasks method)
ResLayer (class in mmdet.models.roi_heads)
(class in mmdet.models.utils)
ResNet (class in mmdet.models.backbones)
ResNetV1d (class in mmdet.models.backbones)
ResNeXt (class in mmdet.models.backbones)
responsible_flags() (mmdet.core.anchor.YOLOAnchorGenerator method)
results2json() (mmdet.datasets.CocoDataset method)
results2txt() (mmdet.datasets.CityscapesDataset method)
RetinaHead (class in mmdet.models.dense_heads)
RetinaNet (class in mmdet.models.detectors)
RetinaSepBNHead (class in mmdet.models.dense_heads)
reweight_loss_single() (mmdet.models.dense_heads.FSAFHead method)
RFP (class in mmdet.models.necks)
rfp_forward() (mmdet.models.backbones.DetectoRS_ResNet method)
roi2bbox() (in module mmdet.core.bbox)
Rotate (class in mmdet.datasets.pipelines)
rotate() (mmdet.core.mask.BaseInstanceMasks method)
(mmdet.core.mask.BitmapMasks method)
(mmdet.core.mask.PolygonMasks method)
RPN (class in mmdet.models.detectors)
RPNHead (class in mmdet.models.dense_heads)
S
SABLRetinaHead (class in mmdet.models.dense_heads)
sample() (mmdet.core.bbox.BaseSampler method)
(mmdet.core.bbox.PseudoSampler method)
(mmdet.core.bbox.ScoreHLRSampler method)
sample_via_interval() (mmdet.core.bbox.IoUBalancedNegSampler method)
SamplingResult (class in mmdet.core.bbox)
sanitize_coordinates() (mmdet.models.dense_heads.YOLACTProtonet method)
score_voting() (mmdet.models.dense_heads.PAAHead method)
ScoreHLRSampler (class in mmdet.core.bbox)
SegRescale (class in mmdet.datasets.pipelines)
set_extra_property() (mmdet.core.bbox.AssignResult method)
set_random_seed() (in module mmdet.apis)
Shared2FCBBoxHead (class in mmdet.models.roi_heads)
Shared4Conv1FCBBoxHead (class in mmdet.models.roi_heads)
Shear (class in mmdet.datasets.pipelines)
shear() (mmdet.core.mask.BaseInstanceMasks method)
(mmdet.core.mask.BitmapMasks method)
(mmdet.core.mask.PolygonMasks method)
show_result() (mmdet.models.detectors.BaseDetector method)
(mmdet.models.detectors.CascadeRCNN method)
(mmdet.models.detectors.RPN method)
show_result_pyplot() (in module mmdet.apis)
sigmoid_focal_loss() (in module mmdet.models.losses)
simple_test() (mmdet.models.detectors.RPN method)
(mmdet.models.detectors.SingleStageDetector method)
(mmdet.models.detectors.TwoStageDetector method)
(mmdet.models.detectors.YOLACT method)
(mmdet.models.roi_heads.BaseRoIHead method)
(mmdet.models.roi_heads.CascadeRoIHead method)
(mmdet.models.roi_heads.GridRoIHead method)
(mmdet.models.roi_heads.HybridTaskCascadeRoIHead method)
(mmdet.models.roi_heads.StandardRoIHead method)
simple_test_mask() (mmdet.models.roi_heads.MaskScoringRoIHead method)
(mmdet.models.roi_heads.PointRendRoIHead method)
single_level_grid_anchors() (mmdet.core.anchor.AnchorGenerator method)
single_level_responsible_flags() (mmdet.core.anchor.YOLOAnchorGenerator method)
single_level_valid_flags() (mmdet.core.anchor.AnchorGenerator method)
SingleRoIExtractor (class in mmdet.models.roi_heads)
SingleStageDetector (class in mmdet.models.detectors)
slice_as() (mmdet.models.necks.FPN_CARAFE method)
smooth_l1_loss() (in module mmdet.models.losses)
SmoothL1Loss (class in mmdet.models.losses)
split_combined_polys() (in module mmdet.core.mask)
SSDHead (class in mmdet.models.dense_heads)
SSDVGG (class in mmdet.models.backbones)
StandardRoIHead (class in mmdet.models.roi_heads)
star_dcn_offset() (mmdet.models.dense_heads.VFNetHead method)
start (mmdet.core.evaluation.DistEvalHook attribute)
(mmdet.core.evaluation.EvalHook attribute)
T
TBLRBBoxCoder (class in mmdet.core.bbox)
tensor_add() (mmdet.models.necks.FPN_CARAFE method)
tmpdir (mmdet.core.evaluation.DistEvalHook attribute)
to() (mmdet.core.bbox.SamplingResult method)
to_bitmap() (mmdet.core.mask.PolygonMasks method)
to_ndarray() (mmdet.core.mask.BaseInstanceMasks method)
(mmdet.core.mask.BitmapMasks method)
(mmdet.core.mask.PolygonMasks method)
to_tensor() (in module mmdet.datasets.pipelines)
(mmdet.core.mask.BaseInstanceMasks method)
(mmdet.core.mask.BitmapMasks method)
(mmdet.core.mask.PolygonMasks method)
ToDataContainer (class in mmdet.datasets.pipelines)
ToTensor (class in mmdet.datasets.pipelines)
train() (mmdet.models.backbones.Darknet method)
(mmdet.models.backbones.HRNet method)
(mmdet.models.backbones.ResNet method)
(mmdet.models.roi_heads.ResLayer method)
train_step() (mmdet.models.detectors.BaseDetector method)
transform_bbox_targets() (mmdet.models.dense_heads.VFNetHead method)
Translate (class in mmdet.datasets.pipelines)
translate() (mmdet.core.mask.BaseInstanceMasks method)
(mmdet.core.mask.BitmapMasks method)
(mmdet.core.mask.PolygonMasks method)
Transpose (class in mmdet.datasets.pipelines)
TwoStageDetector (class in mmdet.models.detectors)
U
unmap() (in module mmdet.core.utils)
update_hyperparameters() (mmdet.models.roi_heads.DynamicRoIHead method)
V
val_step() (mmdet.models.detectors.BaseDetector method)
valid_flags() (mmdet.core.anchor.AnchorGenerator method)
VarifocalLoss (class in mmdet.models.losses)
VFNet (class in mmdet.models.detectors)
VFNetHead (class in mmdet.models.dense_heads)
VOCDataset (class in mmdet.datasets)
W
weight_reduce_loss() (in module mmdet.models.losses)
weighted_loss() (in module mmdet.models.losses)
WIDERFaceDataset (class in mmdet.datasets)
with_bbox (mmdet.models.detectors.BaseDetector attribute)
(mmdet.models.roi_heads.BaseRoIHead attribute)
with_mask (mmdet.models.detectors.BaseDetector attribute)
(mmdet.models.roi_heads.BaseRoIHead attribute)
with_neck (mmdet.models.detectors.BaseDetector attribute)
with_roi_head (mmdet.models.detectors.TwoStageDetector attribute)
with_rpn (mmdet.models.detectors.TwoStageDetector attribute)
with_semantic (mmdet.models.detectors.HybridTaskCascade attribute)
(mmdet.models.roi_heads.HybridTaskCascadeRoIHead attribute)
with_shared_head (mmdet.models.detectors.BaseDetector attribute)
(mmdet.models.roi_heads.BaseRoIHead attribute)
X
XMLDataset (class in mmdet.datasets)
xyxy2xywh() (mmdet.datasets.CocoDataset method)
Y
YOLACT (class in mmdet.models.detectors)
YOLACTHead (class in mmdet.models.dense_heads)
YOLACTProtonet (class in mmdet.models.dense_heads)
YOLACTSegmHead (class in mmdet.models.dense_heads)
YOLOAnchorGenerator (class in mmdet.core.anchor)
YOLOV3 (class in mmdet.models.detectors)
YOLOV3Head (class in mmdet.models.dense_heads)
YOLOV3Neck (class in mmdet.models.necks)
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