MMDetection
v2.1.0
Installation
Getting Started
Config System
Benchmark and Model Zoo
Tutorial 1: Finetuning Models
Tutorial 2: Adding New Dataset
Tutorial 3: Custom Data Pipelines
Tutorial 4: Adding New Modules
Compatibility with MMDetection 1.x
Changelog
Projects
API Documentation
MMDetection
Docs
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Index
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Index
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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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T
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U
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V
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W
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X
A
Accuracy (class in mmdet.models.losses)
adjust_width_group() (mmdet.models.backbones.RegNet method)
AnchorGenerator (class in mmdet.core.anchor)
AnchorHead (class in mmdet.models.dense_heads)
areas (mmdet.core.mask.BitmapMasks attribute)
(mmdet.core.mask.PolygonMasks attribute)
assign() (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)
async_inference_detector() (in module mmdet.apis)
async_simple_test() (mmdet.models.detectors.TwoStageDetector method)
ATSS (class in mmdet.models.detectors)
ATSSHead (class in mmdet.models.dense_heads)
aug_test() (mmdet.models.detectors.TwoStageDetector method)
(mmdet.models.roi_heads.BaseRoIHead method)
(mmdet.models.roi_heads.CascadeRoIHead method)
(mmdet.models.roi_heads.HybridTaskCascadeRoIHead method)
auto_fp16() (in module mmdet.core.fp16)
average_precision() (in module mmdet.core.evaluation)
B
BalancedL1Loss (class in mmdet.models.losses)
BaseDetector (class in mmdet.models.detectors)
BaseRoIHead (class in mmdet.models.roi_heads)
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)
BBoxHead (class in mmdet.models.roi_heads)
BboxOverlaps2D (class in mmdet.core.bbox)
BFP (class in mmdet.models.necks)
BitmapMasks (class in mmdet.core.mask)
bounded_iou_loss() (in module mmdet.models.losses)
BoundedIoULoss (class in mmdet.models.losses)
build_dataloader() (in module mmdet.datasets)
C
calc_region() (in module mmdet.core.anchor)
calc_sub_regions() (mmdet.models.roi_heads.GridHead method)
carl_loss() (in module mmdet.models.losses)
CascadeRCNN (class in mmdet.models.detectors)
CascadeRoIHead (class in mmdet.models.roi_heads)
CenterRegionAssigner (class in mmdet.core.bbox)
centers_to_bboxes() (mmdet.models.dense_heads.RepPointsHead method)
CityscapesDataset (class in mmdet.datasets)
ClassBalancedDataset (class in mmdet.datasets)
CocoDataset (class in mmdet.datasets)
Collect (class in mmdet.datasets.pipelines)
collect_loss_level_single() (mmdet.models.dense_heads.FSAFHead method)
ConcatDataset (class in mmdet.datasets)
ConvFCBBoxHead (class in mmdet.models.roi_heads)
copy_grads_to_fp32() (mmdet.core.fp16.Fp16OptimizerHook method)
copy_params_to_fp16() (mmdet.core.fp16.Fp16OptimizerHook method)
crop() (mmdet.core.mask.BitmapMasks method)
(mmdet.core.mask.PolygonMasks method)
crop_and_resize() (mmdet.core.mask.BitmapMasks method)
(mmdet.core.mask.PolygonMasks method)
CrossEntropyLoss (class in mmdet.models.losses)
CustomDataset (class in mmdet.datasets)
D
dataloader (mmdet.core.evaluation.DistEvalHook attribute)
(mmdet.core.evaluation.EvalHook attribute)
DeltaXYWHBBoxCoder (class in mmdet.core.bbox)
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)
DoubleConvFCBBoxHead (class in mmdet.models.roi_heads)
DoubleHeadRoIHead (class in mmdet.models.roi_heads)
E
encode_mask_results() (in module mmdet.core.mask)
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.CustomDataset method)
(mmdet.datasets.LVISDataset method)
(mmdet.datasets.VOCDataset method)
Expand (class in mmdet.datasets.pipelines)
expand() (mmdet.core.mask.BitmapMasks method)
extract_feat() (mmdet.models.detectors.SingleStageDetector method)
(mmdet.models.detectors.TwoStageDetector method)
F
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.BitmapMasks method)
(mmdet.core.mask.PolygonMasks method)
FocalLoss (class in mmdet.models.losses)
force_fp32() (in module mmdet.core.fp16)
format_results() (mmdet.datasets.CityscapesDataset method)
(mmdet.datasets.CocoDataset method)
forward() (mmdet.models.backbones.HRNet 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.AnchorHead method)
(mmdet.models.dense_heads.FCOSHead method)
(mmdet.models.dense_heads.FeatureAdaption method)
(mmdet.models.dense_heads.FoveaHead method)
(mmdet.models.dense_heads.GuidedAnchorHead method)
(mmdet.models.dense_heads.RepPointsHead method)
(mmdet.models.dense_heads.RetinaSepBNHead method)
(mmdet.models.dense_heads.SSDHead method)
(mmdet.models.detectors.BaseDetector method)
(mmdet.models.losses.Accuracy method)
(mmdet.models.losses.BalancedL1Loss method)
(mmdet.models.losses.BoundedIoULoss method)
(mmdet.models.losses.CrossEntropyLoss method)
(mmdet.models.losses.FocalLoss method)
(mmdet.models.losses.GHMC method)
(mmdet.models.losses.GHMR method)
(mmdet.models.losses.GIoULoss method)
(mmdet.models.losses.IoULoss method)
(mmdet.models.losses.L1Loss method)
(mmdet.models.losses.MSELoss method)
(mmdet.models.losses.SmoothL1Loss 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.roi_heads.BBoxHead 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.ResLayer method)
(mmdet.models.roi_heads.SingleRoIExtractor method)
forward_dummy() (mmdet.models.detectors.SingleStageDetector method)
(mmdet.models.detectors.TwoStageDetector 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.roi_heads.BaseRoIHead method)
(mmdet.models.roi_heads.CascadeRoIHead method)
(mmdet.models.roi_heads.HybridTaskCascadeRoIHead method)
(mmdet.models.roi_heads.PISARoIHead method)
FOVEA (class in mmdet.models.detectors)
FoveaHead (class in mmdet.models.dense_heads)
Fp16OptimizerHook (class in mmdet.core.fp16)
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)
gen_grid_from_reg() (mmdet.models.dense_heads.RepPointsHead method)
generate_regnet() (mmdet.models.backbones.RegNet method)
get_anchors() (mmdet.models.dense_heads.AnchorHead method)
(mmdet.models.dense_heads.GuidedAnchorHead method)
get_bboxes() (mmdet.models.dense_heads.AnchorHead method)
(mmdet.models.dense_heads.ATSSHead method)
(mmdet.models.dense_heads.GuidedAnchorHead method)
get_classes() (in module mmdet.core.evaluation)
(mmdet.datasets.CustomDataset class method)
get_extra_property() (mmdet.core.bbox.AssignResult method)
get_gt_priorities() (mmdet.core.bbox.CenterRegionAssigner method)
get_mask_scores() (mmdet.models.roi_heads.MaskIoUHead method)
get_points() (mmdet.models.dense_heads.FCOSHead method)
(mmdet.models.dense_heads.RepPointsHead method)
get_sampled_approxs() (mmdet.models.dense_heads.GuidedAnchorHead method)
get_seg_masks() (mmdet.models.roi_heads.FCNMaskHead method)
get_stages_from_blocks() (mmdet.models.backbones.RegNet method)
get_subset_by_classes() (mmdet.datasets.CocoDataset method)
(mmdet.datasets.XMLDataset method)
get_targets() (mmdet.models.dense_heads.AnchorHead method)
(mmdet.models.dense_heads.ATSSHead method)
(mmdet.models.dense_heads.RepPointsHead method)
(mmdet.models.roi_heads.MaskIoUHead method)
GHMC (class in mmdet.models.losses)
GHMR (class in mmdet.models.losses)
GIoULoss (class in mmdet.models.losses)
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
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)
inference_detector() (in module mmdet.apis)
info (mmdet.core.bbox.AssignResult attribute)
(mmdet.core.bbox.SamplingResult attribute)
init_detector() (in module mmdet.apis)
InstaBoost (class in mmdet.datasets.pipelines)
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
L1Loss (class in mmdet.models.losses)
labels (mmdet.core.bbox.AssignResult attribute)
LegacyAnchorGenerator (class in mmdet.core.anchor)
LoadAnnotations (class in mmdet.datasets.pipelines)
LoadImageFromFile (class in mmdet.datasets.pipelines)
LoadMultiChannelImageFromFiles (class in mmdet.datasets.pipelines)
LVISDataset (class in mmdet.datasets)
M
make_stage_plugins() (mmdet.models.backbones.ResNet method)
map_roi_levels() (mmdet.models.roi_heads.SingleRoIExtractor method)
MaskIoUHead (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.RepPointsDetector 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.fp16 (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)
MSELoss (class in mmdet.models.losses)
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)
Normalize (class in mmdet.datasets.pipelines)
num_gts (mmdet.core.bbox.AssignResult attribute)
num_inputs (mmdet.models.roi_heads.SingleRoIExtractor attribute)
num_preds (mmdet.core.bbox.AssignResult attribute)
O
offset_to_pts() (mmdet.models.dense_heads.RepPointsHead method)
P
Pad (class in mmdet.datasets.pipelines)
pad() (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)
points2bbox() (mmdet.models.dense_heads.RepPointsHead method)
PolygonMasks (class in mmdet.core.mask)
print_map_summary() (in module mmdet.core.evaluation)
print_recall_summary() (in module mmdet.core.evaluation)
process_polygons() (mmdet.datasets.pipelines.LoadAnnotations method)
Q
quantize_float() (mmdet.models.backbones.RegNet static method)
R
random() (mmdet.core.bbox.AssignResult class method)
(mmdet.core.bbox.SamplingResult class method)
RandomCrop (class in mmdet.datasets.pipelines)
RandomFlip (class in mmdet.datasets.pipelines)
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)
RepPointsDetector (class in mmdet.models.detectors)
RepPointsHead (class in mmdet.models.dense_heads)
Res2Net (class in mmdet.models.backbones)
rescale() (mmdet.core.mask.BitmapMasks method)
(mmdet.core.mask.PolygonMasks method)
Resize (class in mmdet.datasets.pipelines)
resize() (mmdet.core.mask.BitmapMasks method)
(mmdet.core.mask.PolygonMasks method)
ResLayer (class in mmdet.models.roi_heads)
ResNet (class in mmdet.models.backbones)
ResNetV1d (class in mmdet.models.backbones)
ResNeXt (class in mmdet.models.backbones)
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)
RPN (class in mmdet.models.detectors)
RPNHead (class in mmdet.models.dense_heads)
S
SamplingResult (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)
show_result() (mmdet.models.detectors.BaseDetector method)
(mmdet.models.detectors.CascadeRCNN method)
(mmdet.models.detectors.RPN method)
show_result_pyplot() (in module mmdet.apis)
simple_test() (mmdet.models.detectors.TwoStageDetector 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)
SingleRoIExtractor (class in mmdet.models.roi_heads)
SingleStageDetector (class in mmdet.models.detectors)
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)
T
TBLRBBoxCoder (class in mmdet.core.bbox)
tmpdir (mmdet.core.evaluation.DistEvalHook attribute)
to() (mmdet.core.bbox.SamplingResult method)
to_bitmap() (mmdet.core.mask.PolygonMasks method)
to_tensor() (in module mmdet.datasets.pipelines)
train() (mmdet.models.backbones.HRNet method)
(mmdet.models.backbones.ResNet method)
(mmdet.models.roi_heads.ResLayer method)
TwoStageDetector (class in mmdet.models.detectors)
U
unmap() (in module mmdet.core.utils)
V
valid_flags() (mmdet.core.anchor.AnchorGenerator method)
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)
X
XMLDataset (class in mmdet.datasets)
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