Index

A

ABC (class in gluoncv.model_zoo) abstractmethod() (in module gluoncv.model_zoo) ADE20KSegmentation (class in gluoncv.data) affine_transform() (in module gluoncv.data.transforms.bbox) AlexNet (class in gluoncv.model_zoo)

alexnet() (in module gluoncv.model_zoo) alexnetlegacy() (in module gluoncv.model_zoo) anchors() (gluoncv.model_zoo.BaseAnchorBasedTracktor method) (gluoncv.model_zoo.GluonSSDMultiClassTracktor method) annotation_dir() (gluoncv.model_zoo.COCODetection property) Append (class in gluoncv.data.batchify)

B

backward() (gluoncv.nn.sampler.QuotaSamplerOp method) BaseAnchorBasedTracktor (class in gluoncv.model_zoo) BasicBlockV1 (class in gluoncv.model_zoo) BasicBlockV1b (class in gluoncv.model_zoo) BasicBlockV2 (class in gluoncv.model_zoo) bbox_crop() (in module gluoncv.data.transforms.experimental.bbox) bbox_iou() (in module gluoncv.data.transforms.experimental.bbox) (in module gluoncv.model_zoo) (in module gluoncv.utils) BBoxArea (class in gluoncv.nn.bbox)

BBoxBatchIOU (class in gluoncv.nn.bbox) BBoxCenterToCorner (class in gluoncv.nn.bbox) BBoxClipToImage (class in gluoncv.nn.bbox) BBoxCornerToCenter (class in gluoncv.nn.bbox) BBoxSplit (class in gluoncv.nn.bbox) BipartiteMatcher (class in gluoncv.nn.matcher) Block (class in gluoncv.model_zoo) Bottleneck (class in gluoncv.model_zoo) BottleneckV1 (class in gluoncv.model_zoo) BottleneckV1b (class in gluoncv.model_zoo) BottleneckV2 (class in gluoncv.model_zoo)

C

C3D (class in gluoncv.model_zoo) c3d_kinetics400() (in module gluoncv.model_zoo) cast() (gluoncv.model_zoo.HybridBlock method) center_net_dla34_coco() (in module gluoncv.model_zoo) center_net_dla34_dcnv2_coco() (in module gluoncv.model_zoo) center_net_dla34_dcnv2_voc() (in module gluoncv.model_zoo) center_net_dla34_voc() (in module gluoncv.model_zoo) center_net_mobilenetv3_large_duc_coco() (in module gluoncv.model_zoo) center_net_mobilenetv3_large_duc_voc() (in module gluoncv.model_zoo) center_net_mobilenetv3_small_duc_coco() (in module gluoncv.model_zoo) center_net_mobilenetv3_small_duc_voc() (in module gluoncv.model_zoo) center_net_resnet101_v1b_coco() (in module gluoncv.model_zoo) center_net_resnet101_v1b_dcnv2_coco() (in module gluoncv.model_zoo) center_net_resnet101_v1b_dcnv2_voc() (in module gluoncv.model_zoo) center_net_resnet101_v1b_voc() (in module gluoncv.model_zoo) center_net_resnet18_v1b_coco() (in module gluoncv.model_zoo) center_net_resnet18_v1b_dcnv2_coco() (in module gluoncv.model_zoo) center_net_resnet18_v1b_dcnv2_voc() (in module gluoncv.model_zoo) center_net_resnet18_v1b_voc() (in module gluoncv.model_zoo) center_net_resnet50_v1b_coco() (in module gluoncv.model_zoo) center_net_resnet50_v1b_dcnv2_coco() (in module gluoncv.model_zoo) center_net_resnet50_v1b_dcnv2_voc() (in module gluoncv.model_zoo) center_net_resnet50_v1b_voc() (in module gluoncv.model_zoo) CenterNet (class in gluoncv.model_zoo) CenterNetDecoder (class in gluoncv.nn.coder) check_sha1() (in module gluoncv.utils) check_version() (in module gluoncv.utils) cifar_ResidualAttentionModel (class in gluoncv.model_zoo) cifar_residualattentionnet452() (in module gluoncv.model_zoo) cifar_residualattentionnet56() (in module gluoncv.model_zoo) cifar_residualattentionnet92() (in module gluoncv.model_zoo) cifar_resnet110_v1() (in module gluoncv.model_zoo) cifar_resnet110_v2() (in module gluoncv.model_zoo)

cifar_resnet20_v1() (in module gluoncv.model_zoo) cifar_resnet20_v2() (in module gluoncv.model_zoo) cifar_resnet56_v1() (in module gluoncv.model_zoo) cifar_resnet56_v2() (in module gluoncv.model_zoo) cifar_wideresnet16_10() (in module gluoncv.model_zoo) cifar_wideresnet28_10() (in module gluoncv.model_zoo) cifar_wideresnet40_8() (in module gluoncv.model_zoo) classes (gluoncv.model_zoo.DoubleHeadRCNN attribute) (gluoncv.model_zoo.FasterRCNN attribute) classes() (gluoncv.model_zoo.COCODetection property) (gluoncv.model_zoo.YOLOV3 property) clean_up() (gluoncv.model_zoo.BaseAnchorBasedTracktor method) (gluoncv.model_zoo.GluonSSDMultiClassTracktor method) coco() (gluoncv.model_zoo.COCODetection property) COCODetection (class in gluoncv.data) (class in gluoncv.model_zoo) COCODetectionMetric (class in gluoncv.utils.metrics) COCOInstance (class in gluoncv.data) COCOKeyPointsMetric (class in gluoncv.utils.metrics) CompositeMatcher (class in gluoncv.nn.matcher) compute_flow() (gluoncv.model_zoo.FarneBeckFlowMotionEstimator method) ConvPredictor (class in gluoncv.nn.predictor) cpu() (in module gluoncv.model_zoo) create_operator() (gluoncv.nn.sampler.QuotaSamplerProp method) crop() (in module gluoncv.data.transforms.bbox) cross_entropy_loss() (gluoncv.loss.SiamRPNLoss method) custom_faster_rcnn_fpn() (in module gluoncv.model_zoo) custom_mask_rcnn_fpn() (in module gluoncv.model_zoo) custom_ssd() (in module gluoncv.model_zoo) custom_yolov3() (in module gluoncv.model_zoo) cv_merge_two_images() (in module gluoncv.utils.viz) cv_plot_bbox() (in module gluoncv.utils.viz) cv_plot_image() (in module gluoncv.utils.viz) cv_plot_keypoints() (in module gluoncv.utils.viz)

D

darknet53() (in module gluoncv.model_zoo) DarknetV3 (class in gluoncv.model_zoo) DeepLabV3 (class in gluoncv.model_zoo) DeepLabV3Plus (class in gluoncv.model_zoo) DeepLabWV3Plus (class in gluoncv.model_zoo) define_graph() (gluoncv.data.transforms.presets.ssd.SSDDALIPipeline method) demo() (gluoncv.model_zoo.FastSCNN method) DeNormalize (class in gluoncv.utils.viz) DenseNet (class in gluoncv.model_zoo) densenet121() (in module gluoncv.model_zoo) densenet161() (in module gluoncv.model_zoo)

densenet169() (in module gluoncv.model_zoo) densenet201() (in module gluoncv.model_zoo) DepthDecoder (class in gluoncv.model_zoo) DepthwiseRPN (class in gluoncv.model_zoo) detect_and_track() (gluoncv.model_zoo.BaseAnchorBasedTracktor method) DetectionDataLoader (class in gluoncv.data) DistillationSoftmaxCrossEntropyLoss (class in gluoncv.loss) doublehead_rcnn_resnet50_v1b_voc() (in module gluoncv.model_zoo) DoubleHeadRCNN (class in gluoncv.model_zoo) download() (in module gluoncv.utils) DUC (class in gluoncv.model_zoo) DummyMotionEstimator (class in gluoncv.model_zoo)

E

evaluate() (gluoncv.model_zoo.DeepLabV3Plus method) (gluoncv.model_zoo.FastSCNN method) expand_mask() (in module gluoncv.utils.viz)

export() (gluoncv.model_zoo.HybridBlock method) export_block() (in module gluoncv.utils) export_tvm() (in module gluoncv.utils)

F

FarneBeckFlowMotionEstimator (class in gluoncv.model_zoo) faster_rcnn_fpn_resnet101_v1d_coco() (in module gluoncv.model_zoo) faster_rcnn_fpn_resnet50_v1b_coco() (in module gluoncv.model_zoo) faster_rcnn_fpn_syncbn_resnest101_coco() (in module gluoncv.model_zoo) faster_rcnn_fpn_syncbn_resnest269_coco() (in module gluoncv.model_zoo) faster_rcnn_fpn_syncbn_resnest50_coco() (in module gluoncv.model_zoo) faster_rcnn_fpn_syncbn_resnet101_v1d_coco() (in module gluoncv.model_zoo) faster_rcnn_fpn_syncbn_resnet50_v1b_coco() (in module gluoncv.model_zoo) faster_rcnn_resnet101_v1d_coco() (in module gluoncv.model_zoo) faster_rcnn_resnet101_v1d_custom() (in module gluoncv.model_zoo) faster_rcnn_resnet101_v1d_voc() (in module gluoncv.model_zoo) faster_rcnn_resnet50_v1b_coco() (in module gluoncv.model_zoo) faster_rcnn_resnet50_v1b_custom() (in module gluoncv.model_zoo) faster_rcnn_resnet50_v1b_voc() (in module gluoncv.model_zoo) FasterRCNN (class in gluoncv.model_zoo) FasterRCNNDefaultTrainTransform (class in gluoncv.data.transforms.presets.rcnn) FasterRCNNDefaultValTransform (class in gluoncv.data.transforms.presets.rcnn) FasterRCNNTrainBatchify (class in gluoncv.data.batchify) FastPath() (gluoncv.model_zoo.SlowFast method) FastSCNN (class in gluoncv.model_zoo)

FCN (class in gluoncv.model_zoo) FCPredictor (class in gluoncv.nn.predictor) FeatureExpander (class in gluoncv.nn.feature) FeatureExtractor (class in gluoncv.nn.feature) features (gluoncv.model_zoo.DarknetV3 attribute) flip() (in module gluoncv.data.transforms.bbox) FocalLoss (class in gluoncv.loss) force_nms (gluoncv.model_zoo.DoubleHeadRCNN attribute) (gluoncv.model_zoo.FasterRCNN attribute) forward() (gluoncv.data.transforms.block.RandomCrop method) (gluoncv.data.transforms.block.RandomErasing method) (gluoncv.loss.SSDMultiBoxLoss method) (gluoncv.model_zoo.HybridBlock method) (gluoncv.nn.sampler.OHEMSampler method) (gluoncv.nn.sampler.QuotaSampler method) (gluoncv.nn.sampler.QuotaSamplerOp method) forward_backward() (gluoncv.model_zoo.ForwardBackwardTask method) ForwardBackwardTask (class in gluoncv.model_zoo) FPNFeatureExpander (class in gluoncv.nn.feature) freeze_bn() (in module gluoncv.utils)

G

get() (gluoncv.utils.metrics.COCODetectionMetric method) (gluoncv.utils.metrics.COCOKeyPointsMetric method) (gluoncv.utils.metrics.SegmentationMetric method) (gluoncv.utils.metrics.VOCMApMetric method) get_affine_transform() (in module gluoncv.data.transforms.bbox) get_base_network() (in module gluoncv.model_zoo) get_center_net() (in module gluoncv.model_zoo) get_cifar_resnet() (in module gluoncv.model_zoo) get_cifar_wide_resnet() (in module gluoncv.model_zoo) get_cls_loss() (gluoncv.loss.SiamRPNLoss method) get_color_pallete() (in module gluoncv.utils.viz) get_darknet() (in module gluoncv.model_zoo) get_deeplab() (in module gluoncv.model_zoo) get_deeplab_plus() (in module gluoncv.model_zoo) get_deeplab_plus_xception_coco() (in module gluoncv.model_zoo) get_deeplab_resnest101_ade() (in module gluoncv.model_zoo) get_deeplab_resnest200_ade() (in module gluoncv.model_zoo) get_deeplab_resnest269_ade() (in module gluoncv.model_zoo) get_deeplab_resnest50_ade() (in module gluoncv.model_zoo) get_deeplab_resnet101_ade() (in module gluoncv.model_zoo) get_deeplab_resnet101_citys() (in module gluoncv.model_zoo) get_deeplab_resnet101_coco() (in module gluoncv.model_zoo) get_deeplab_resnet101_voc() (in module gluoncv.model_zoo) get_deeplab_resnet152_coco() (in module gluoncv.model_zoo) get_deeplab_resnet152_voc() (in module gluoncv.model_zoo) get_deeplab_resnet50_ade() (in module gluoncv.model_zoo) get_deeplab_resnet50_citys() (in module gluoncv.model_zoo) get_deeplab_v3b_plus_wideresnet_citys() (in module gluoncv.model_zoo) get_deeplabv3b_plus() (in module gluoncv.model_zoo) get_doublehead_rcnn() (in module gluoncv.model_zoo) get_faster_rcnn() (in module gluoncv.model_zoo) get_fastscnn() (in module gluoncv.model_zoo) get_fastscnn_citys() (in module gluoncv.model_zoo) get_fcn() (in module gluoncv.model_zoo) get_fcn_resnet101_ade() (in module gluoncv.model_zoo) get_fcn_resnet101_coco() (in module gluoncv.model_zoo) get_fcn_resnet101_voc() (in module gluoncv.model_zoo) get_fcn_resnet50_ade() (in module gluoncv.model_zoo) get_fcn_resnet50_voc() (in module gluoncv.model_zoo) get_hrnet() (in module gluoncv.model_zoo) get_im_aspect_ratio() (gluoncv.model_zoo.COCODetection method) get_mask_rcnn() (in module gluoncv.model_zoo) get_mobilenet() (in module gluoncv.model_zoo) get_mobilenet_v2() (in module gluoncv.model_zoo) get_model() (in module gluoncv.model_zoo) get_model_list() (in module gluoncv.model_zoo) get_monodepth2() (in module gluoncv.model_zoo) get_monodepth2_resnet18_kitti_mono_640x192() (in module gluoncv.model_zoo) get_monodepth2_resnet18_kitti_mono_stereo_640x192() (in module gluoncv.model_zoo) get_monodepth2_resnet18_kitti_stereo_640x192() (in module gluoncv.model_zoo) get_monodepth2_resnet18_posenet_kitti_mono_640x192() (in module gluoncv.model_zoo) get_monodepth2_resnet18_posenet_kitti_mono_stereo_640x192() (in module gluoncv.model_zoo) get_monodepth2posenet() (in module gluoncv.model_zoo) get_nasnet() (in module gluoncv.model_zoo) get_psp() (in module gluoncv.model_zoo) get_psp_resnet101_ade() (in module gluoncv.model_zoo) get_psp_resnet101_citys() (in module gluoncv.model_zoo) get_psp_resnet101_coco() (in module gluoncv.model_zoo)

get_psp_resnet101_voc() (in module gluoncv.model_zoo) get_psp_resnet50_ade() (in module gluoncv.model_zoo) get_resnet() (in module gluoncv.model_zoo) get_resnext() (in module gluoncv.model_zoo) get_se_resnet() (in module gluoncv.model_zoo) get_Siam_RPN() (in module gluoncv.model_zoo) get_ssd() (in module gluoncv.model_zoo) get_vgg() (in module gluoncv.model_zoo) get_vgg_atrous_extractor() (in module gluoncv.model_zoo) get_xcetption() (in module gluoncv.model_zoo) get_xcetption_71() (in module gluoncv.model_zoo) get_yolov3() (in module gluoncv.model_zoo) gluoncv.data module gluoncv.data.batchify module gluoncv.data.transforms.bbox module gluoncv.data.transforms.block module gluoncv.data.transforms.experimental.bbox module gluoncv.data.transforms.experimental.image module gluoncv.data.transforms.image module gluoncv.data.transforms.presets.rcnn module gluoncv.data.transforms.presets.ssd module gluoncv.data.transforms.presets.yolo module gluoncv.loss module, [1] gluoncv.model_zoo module, [1] gluoncv.nn.bbox module gluoncv.nn.coder module gluoncv.nn.feature module gluoncv.nn.matcher module gluoncv.nn.predictor module gluoncv.nn.sampler module gluoncv.utils module gluoncv.utils.metrics module gluoncv.utils.viz module GluonSSDMultiClassTracktor (class in gluoncv.model_zoo) GoogLeNet (class in gluoncv.model_zoo) googlenet() (in module gluoncv.model_zoo) gpu_iou() (in module gluoncv.model_zoo)

H

HeatmapAccuracy (class in gluoncv.utils.metrics) hrnet_w18_c() (in module gluoncv.model_zoo) hrnet_w18_small_v1_c() (in module gluoncv.model_zoo) hrnet_w18_small_v1_s() (in module gluoncv.model_zoo) hrnet_w18_small_v2_c() (in module gluoncv.model_zoo) hrnet_w18_small_v2_s() (in module gluoncv.model_zoo) hrnet_w30_c() (in module gluoncv.model_zoo) hrnet_w32_c() (in module gluoncv.model_zoo) hrnet_w40_c() (in module gluoncv.model_zoo) hrnet_w44_c() (in module gluoncv.model_zoo) hrnet_w48_c() (in module gluoncv.model_zoo) hrnet_w48_s() (in module gluoncv.model_zoo) hrnet_w64_c() (in module gluoncv.model_zoo) hybrid_forward() (gluoncv.loss.DistillationSoftmaxCrossEntropyLoss method) (gluoncv.loss.FocalLoss method) (gluoncv.loss.ICNetLoss method) (gluoncv.loss.MixSoftmaxCrossEntropyLoss method) (gluoncv.loss.MixSoftmaxCrossEntropyOHEMLoss method) (gluoncv.loss.SegmentationMultiLosses method) (gluoncv.loss.SiamRPNLoss method) (gluoncv.loss.YOLOV3Loss method) (gluoncv.model_zoo.AlexNet method) (gluoncv.model_zoo.BasicBlockV1 method) (gluoncv.model_zoo.BasicBlockV1b method) (gluoncv.model_zoo.BasicBlockV2 method) (gluoncv.model_zoo.Block method) (gluoncv.model_zoo.Bottleneck method) (gluoncv.model_zoo.BottleneckV1 method) (gluoncv.model_zoo.BottleneckV1b method) (gluoncv.model_zoo.BottleneckV2 method) (gluoncv.model_zoo.C3D method) (gluoncv.model_zoo.CenterNet method) (gluoncv.model_zoo.cifar_ResidualAttentionModel method) (gluoncv.model_zoo.DarknetV3 method) (gluoncv.model_zoo.DeepLabV3 method) (gluoncv.model_zoo.DeepLabV3Plus method) (gluoncv.model_zoo.DeepLabWV3Plus method) (gluoncv.model_zoo.DenseNet method) (gluoncv.model_zoo.DepthDecoder method) (gluoncv.model_zoo.DepthwiseRPN method) (gluoncv.model_zoo.DoubleHeadRCNN method) (gluoncv.model_zoo.DUC method) (gluoncv.model_zoo.FasterRCNN method) (gluoncv.model_zoo.FastSCNN method) (gluoncv.model_zoo.FCN method) (gluoncv.model_zoo.GoogLeNet method) (gluoncv.model_zoo.HybridBlock method) (gluoncv.model_zoo.I3D_InceptionV1 method) (gluoncv.model_zoo.I3D_InceptionV3 method) (gluoncv.model_zoo.I3D_ResNetV1 method) (gluoncv.model_zoo.Inception3 method) (gluoncv.model_zoo.MaskRCNN method) (gluoncv.model_zoo.MobileNet method) (gluoncv.model_zoo.MobileNetV2 method) (gluoncv.model_zoo.MobilePose method) (gluoncv.model_zoo.MonoDepth2 method) (gluoncv.model_zoo.MonoDepth2PoseNet method) (gluoncv.model_zoo.P3D method) (gluoncv.model_zoo.PoseDecoder method) (gluoncv.model_zoo.PSPNet method) (gluoncv.model_zoo.R2Plus1D method) (gluoncv.model_zoo.RCNNTargetGenerator method) (gluoncv.model_zoo.RCNNTargetSampler method) (gluoncv.model_zoo.ResidualAttentionModel method) (gluoncv.model_zoo.ResNeSt method) (gluoncv.model_zoo.ResNet_SlowFast method) (gluoncv.model_zoo.ResnetEncoder method) (gluoncv.model_zoo.ResNetV1 method) (gluoncv.model_zoo.ResNetV1b method) (gluoncv.model_zoo.ResNetV2 method) (gluoncv.model_zoo.ResNext method) (gluoncv.model_zoo.SE_BasicBlockV1 method) (gluoncv.model_zoo.SE_BasicBlockV2 method) (gluoncv.model_zoo.SE_BottleneckV1 method) (gluoncv.model_zoo.SE_BottleneckV2 method) (gluoncv.model_zoo.SE_ResNetV1 method) (gluoncv.model_zoo.SE_ResNetV2 method) (gluoncv.model_zoo.SiamRPN method) (gluoncv.model_zoo.SimplePoseResNet method) (gluoncv.model_zoo.SlowFast method) (gluoncv.model_zoo.SqueezeNet method) (gluoncv.model_zoo.SSD method) (gluoncv.model_zoo.VGG method) (gluoncv.model_zoo.VGGAtrousExtractor method) (gluoncv.model_zoo.Xception65 method) (gluoncv.model_zoo.Xception71 method) (gluoncv.model_zoo.YOLOV3 method) (gluoncv.nn.bbox.BBoxArea method) (gluoncv.nn.bbox.BBoxBatchIOU method) (gluoncv.nn.bbox.BBoxCenterToCorner method) (gluoncv.nn.bbox.BBoxClipToImage method) (gluoncv.nn.bbox.BBoxCornerToCenter method) (gluoncv.nn.bbox.BBoxSplit method) (gluoncv.nn.coder.CenterNetDecoder method) (gluoncv.nn.coder.MultiClassDecoder method) (gluoncv.nn.coder.MultiClassEncoder method) (gluoncv.nn.coder.MultiPerClassDecoder method) (gluoncv.nn.coder.NormalizedBoxCenterDecoder method) (gluoncv.nn.coder.NormalizedBoxCenterEncoder method) (gluoncv.nn.coder.NormalizedPerClassBoxCenterEncoder method) (gluoncv.nn.matcher.BipartiteMatcher method) (gluoncv.nn.matcher.CompositeMatcher method) (gluoncv.nn.matcher.MaximumMatcher method) (gluoncv.nn.predictor.ConvPredictor method) (gluoncv.nn.predictor.FCPredictor method) (gluoncv.nn.sampler.NaiveSampler method) (gluoncv.utils.viz.DeNormalize method)

HybridBlock (class in gluoncv.model_zoo) hybridize() (gluoncv.model_zoo.HybridBlock method)

I

I3D_InceptionV1 (class in gluoncv.model_zoo) i3d_inceptionv1_kinetics400() (in module gluoncv.model_zoo) I3D_InceptionV3 (class in gluoncv.model_zoo) i3d_inceptionv3_kinetics400() (in module gluoncv.model_zoo) i3d_nl10_resnet101_v1_kinetics400() (in module gluoncv.model_zoo) i3d_nl10_resnet50_v1_kinetics400() (in module gluoncv.model_zoo) i3d_nl5_resnet101_v1_kinetics400() (in module gluoncv.model_zoo) i3d_nl5_resnet50_v1_kinetics400() (in module gluoncv.model_zoo) i3d_resnet101_v1_kinetics400() (in module gluoncv.model_zoo) i3d_resnet50_v1_custom() (in module gluoncv.model_zoo) i3d_resnet50_v1_hmdb51() (in module gluoncv.model_zoo) i3d_resnet50_v1_kinetics400() (in module gluoncv.model_zoo) i3d_resnet50_v1_sthsthv2() (in module gluoncv.model_zoo) i3d_resnet50_v1_ucf101() (in module gluoncv.model_zoo) I3D_ResNetV1 (class in gluoncv.model_zoo) ICNetLoss (class in gluoncv.loss) ImageNet (class in gluoncv.data) imresize() (in module gluoncv.data.transforms.image) Inception3 (class in gluoncv.model_zoo)

inception_v3() (in module gluoncv.model_zoo) inceptionv1_hmdb51() (in module gluoncv.model_zoo) inceptionv1_kinetics400() (in module gluoncv.model_zoo) inceptionv1_sthsthv2() (in module gluoncv.model_zoo) inceptionv1_ucf101() (in module gluoncv.model_zoo) inceptionv3_hmdb51() (in module gluoncv.model_zoo) inceptionv3_kinetics400() (in module gluoncv.model_zoo) inceptionv3_sthsthv2() (in module gluoncv.model_zoo) inceptionv3_ucf101() (in module gluoncv.model_zoo) infer_shape() (gluoncv.model_zoo.HybridBlock method) (gluoncv.nn.sampler.QuotaSamplerProp method) infer_type() (gluoncv.model_zoo.HybridBlock method) (gluoncv.nn.sampler.QuotaSamplerProp method) init_weights() (gluoncv.model_zoo.I3D_ResNetV1 method) (gluoncv.model_zoo.ResNet_SlowFast method) initialize() (gluoncv.model_zoo.DummyMotionEstimator method) is_active() (gluoncv.model_zoo.Track method) is_deleted() (gluoncv.model_zoo.Track method) is_mising() (gluoncv.model_zoo.Track method)

K

Kinetics400 (class in gluoncv.data)

L

list_arguments() (gluoncv.nn.sampler.QuotaSamplerProp method) list_outputs() (gluoncv.nn.sampler.QuotaSamplerProp method) load_test() (in module gluoncv.data.transforms.presets.rcnn) (in module gluoncv.data.transforms.presets.ssd) (in module gluoncv.data.transforms.presets.yolo)

LRScheduler (class in gluoncv.utils) LRSequential (class in gluoncv.utils) LstDetection (class in gluoncv.data)

M

makedirs() (in module gluoncv.utils) mark_missed() (gluoncv.model_zoo.Track method) mask_rcnn_fpn_resnet101_v1d_coco() (in module gluoncv.model_zoo) mask_rcnn_fpn_resnet18_v1b_coco() (in module gluoncv.model_zoo) mask_rcnn_fpn_resnet50_v1b_coco() (in module gluoncv.model_zoo) mask_rcnn_fpn_syncbn_mobilenet1_0_coco() (in module gluoncv.model_zoo) mask_rcnn_fpn_syncbn_resnet18_v1b_coco() (in module gluoncv.model_zoo) mask_rcnn_resnet101_v1d_coco() (in module gluoncv.model_zoo) mask_rcnn_resnet18_v1b_coco() (in module gluoncv.model_zoo) mask_rcnn_resnet50_v1b_coco() (in module gluoncv.model_zoo) MaskRCNN (class in gluoncv.model_zoo) MaskRCNNDefaultTrainTransform (class in gluoncv.data.transforms.presets.rcnn) MaskRCNNDefaultValTransform (class in gluoncv.data.transforms.presets.rcnn) max_size (gluoncv.model_zoo.DoubleHeadRCNN attribute) (gluoncv.model_zoo.FasterRCNN attribute) MaximumMatcher (class in gluoncv.nn.matcher) MixSoftmaxCrossEntropyLoss (class in gluoncv.loss) MixSoftmaxCrossEntropyOHEMLoss (class in gluoncv.loss) MobileNet (class in gluoncv.model_zoo) mobilenet0_25() (in module gluoncv.model_zoo) mobilenet0_5() (in module gluoncv.model_zoo) mobilenet0_75() (in module gluoncv.model_zoo) mobilenet1_0() (in module gluoncv.model_zoo) mobilenet_v2_0_25() (in module gluoncv.model_zoo) mobilenet_v2_0_5() (in module gluoncv.model_zoo) mobilenet_v2_0_75() (in module gluoncv.model_zoo) mobilenet_v2_1_0() (in module gluoncv.model_zoo) MobileNetV2 (class in gluoncv.model_zoo)

MobilePose (class in gluoncv.model_zoo) module gluoncv.data gluoncv.data.batchify gluoncv.data.transforms.bbox gluoncv.data.transforms.block gluoncv.data.transforms.experimental.bbox gluoncv.data.transforms.experimental.image gluoncv.data.transforms.image gluoncv.data.transforms.presets.rcnn gluoncv.data.transforms.presets.ssd gluoncv.data.transforms.presets.yolo gluoncv.loss, [1] gluoncv.model_zoo, [1] gluoncv.nn.bbox gluoncv.nn.coder gluoncv.nn.feature gluoncv.nn.matcher gluoncv.nn.predictor gluoncv.nn.sampler gluoncv.utils gluoncv.utils.metrics gluoncv.utils.viz MonoDepth2 (class in gluoncv.model_zoo) MonoDepth2PoseNet (class in gluoncv.model_zoo) MultiClassDecoder (class in gluoncv.nn.coder) MultiClassEncoder (class in gluoncv.nn.coder) MultiPerClassDecoder (class in gluoncv.nn.coder)

N

NaiveSampler (class in gluoncv.nn.sampler) nasnet_4_1056() (in module gluoncv.model_zoo) nasnet_5_1538() (in module gluoncv.model_zoo) nasnet_6_4032() (in module gluoncv.model_zoo) nasnet_7_1920() (in module gluoncv.model_zoo) nms_fallback() (in module gluoncv.model_zoo) nms_thresh (gluoncv.model_zoo.DoubleHeadRCNN attribute) (gluoncv.model_zoo.FasterRCNN attribute) nms_topk (gluoncv.model_zoo.DoubleHeadRCNN attribute) (gluoncv.model_zoo.FasterRCNN attribute)

NormalizedBoxCenterDecoder (class in gluoncv.nn.coder) NormalizedBoxCenterEncoder (class in gluoncv.nn.coder) NormalizedPerClassBoxCenterEncoder (class in gluoncv.nn.coder) np_random_color_distort() (in module gluoncv.data.transforms.experimental.image) num_class (gluoncv.model_zoo.DoubleHeadRCNN attribute) (gluoncv.model_zoo.FasterRCNN attribute) num_class() (gluoncv.model_zoo.YOLOV3 property) num_classes() (gluoncv.model_zoo.CenterNet property) (gluoncv.model_zoo.SSD property) NumPyBBoxCornerToCenter (class in gluoncv.nn.bbox) NumPyNormalizedBoxCenterEncoder (class in gluoncv.nn.coder)

O

OHEMSampler (class in gluoncv.nn.sampler)

optimize_for() (gluoncv.model_zoo.HybridBlock method) output (gluoncv.model_zoo.DarknetV3 attribute)

P

P3D (class in gluoncv.model_zoo) p3d_resnet101_kinetics400() (in module gluoncv.model_zoo) p3d_resnet50_kinetics400() (in module gluoncv.model_zoo) Pad (class in gluoncv.data.batchify) plot() (gluoncv.utils.TrainingHistory method) plot_bbox() (in module gluoncv.utils.viz) plot_image() (in module gluoncv.utils.viz) plot_keypoints() (in module gluoncv.utils.viz) plot_mask() (in module gluoncv.utils.viz) plot_mxboard() (in module gluoncv.utils.viz)

plot_network() (in module gluoncv.utils.viz) PoseDecoder (class in gluoncv.model_zoo) predict() (gluoncv.model_zoo.FastSCNN method) (gluoncv.model_zoo.Track method) predict_new_locations() (gluoncv.model_zoo.DummyMotionEstimator method) prepare_for_frame() (gluoncv.model_zoo.BaseAnchorBasedTracktor method) (gluoncv.model_zoo.GluonSSDMultiClassTracktor method) pretrained_model_list() (in module gluoncv.model_zoo) process_frame_sequence() (gluoncv.model_zoo.SMOTTracker method) PSPNet (class in gluoncv.model_zoo)

Q

QuotaSampler (class in gluoncv.nn.sampler)

QuotaSamplerOp (class in gluoncv.nn.sampler) QuotaSamplerProp (class in gluoncv.nn.sampler)

R

R2Plus1D (class in gluoncv.model_zoo) r2plus1d_resnet101_kinetics400() (in module gluoncv.model_zoo) r2plus1d_resnet152_kinetics400() (in module gluoncv.model_zoo) r2plus1d_resnet18_kinetics400() (in module gluoncv.model_zoo) r2plus1d_resnet34_kinetics400() (in module gluoncv.model_zoo) r2plus1d_resnet50_kinetics400() (in module gluoncv.model_zoo) random_color_distort() (in module gluoncv.data.transforms.experimental.image) random_crop_with_constraints() (in module gluoncv.data.transforms.experimental.bbox) random_expand() (in module gluoncv.data.transforms.image) random_flip() (in module gluoncv.data.transforms.image) random_pca_lighting() (in module gluoncv.data.transforms.image) RandomCrop (class in gluoncv.data.transforms.block) RandomErasing (class in gluoncv.data.transforms.block) RCNNTargetGenerator (class in gluoncv.model_zoo) RCNNTargetSampler (class in gluoncv.model_zoo) RecordFileDetection (class in gluoncv.data) recursive_visit() (in module gluoncv.utils) register_child() (gluoncv.model_zoo.HybridBlock method) register_op_hook() (gluoncv.model_zoo.HybridBlock method) reset() (gluoncv.utils.metrics.COCODetectionMetric method) (gluoncv.utils.metrics.COCOKeyPointsMetric method) (gluoncv.utils.metrics.SegmentationMetric method) (gluoncv.utils.metrics.VOCMApMetric method) reset_class() (gluoncv.model_zoo.CenterNet method) (gluoncv.model_zoo.DoubleHeadRCNN method) (gluoncv.model_zoo.FasterRCNN method) (gluoncv.model_zoo.MaskRCNN method) (gluoncv.model_zoo.SSD method) (gluoncv.model_zoo.YOLOV3 method) ResidualAttentionModel (class in gluoncv.model_zoo) residualattentionnet128() (in module gluoncv.model_zoo) residualattentionnet164() (in module gluoncv.model_zoo) residualattentionnet200() (in module gluoncv.model_zoo) residualattentionnet236() (in module gluoncv.model_zoo) residualattentionnet452() (in module gluoncv.model_zoo) residualattentionnet56() (in module gluoncv.model_zoo) residualattentionnet92() (in module gluoncv.model_zoo) resize() (in module gluoncv.data.transforms.bbox) resize_contain() (in module gluoncv.data.transforms.image) resize_long() (in module gluoncv.data.transforms.image) resize_short_within() (in module gluoncv.data.transforms.image) ResNeSt (class in gluoncv.model_zoo) resnest101() (in module gluoncv.model_zoo) resnest14() (in module gluoncv.model_zoo) resnest200() (in module gluoncv.model_zoo) resnest26() (in module gluoncv.model_zoo) resnest269() (in module gluoncv.model_zoo) resnest50() (in module gluoncv.model_zoo) resnet101_v1() (in module gluoncv.model_zoo) resnet101_v1b() (in module gluoncv.model_zoo) resnet101_v1b_gn() (in module gluoncv.model_zoo)

resnet101_v1b_kinetics400() (in module gluoncv.model_zoo) resnet101_v1b_sthsthv2() (in module gluoncv.model_zoo) resnet101_v1c() (in module gluoncv.model_zoo) resnet101_v1d() (in module gluoncv.model_zoo) resnet101_v1e() (in module gluoncv.model_zoo) resnet101_v1s() (in module gluoncv.model_zoo) resnet101_v2() (in module gluoncv.model_zoo) resnet152_v1() (in module gluoncv.model_zoo) resnet152_v1b() (in module gluoncv.model_zoo) resnet152_v1b_kinetics400() (in module gluoncv.model_zoo) resnet152_v1b_sthsthv2() (in module gluoncv.model_zoo) resnet152_v1c() (in module gluoncv.model_zoo) resnet152_v1d() (in module gluoncv.model_zoo) resnet152_v1e() (in module gluoncv.model_zoo) resnet152_v1s() (in module gluoncv.model_zoo) resnet152_v2() (in module gluoncv.model_zoo) resnet18_v1() (in module gluoncv.model_zoo) resnet18_v1b() (in module gluoncv.model_zoo) resnet18_v1b_custom() (in module gluoncv.model_zoo) resnet18_v1b_kinetics400() (in module gluoncv.model_zoo) resnet18_v1b_sthsthv2() (in module gluoncv.model_zoo) resnet18_v2() (in module gluoncv.model_zoo) resnet34_v1() (in module gluoncv.model_zoo) resnet34_v1b() (in module gluoncv.model_zoo) resnet34_v1b_kinetics400() (in module gluoncv.model_zoo) resnet34_v1b_sthsthv2() (in module gluoncv.model_zoo) resnet34_v2() (in module gluoncv.model_zoo) resnet50_v1() (in module gluoncv.model_zoo) resnet50_v1b() (in module gluoncv.model_zoo) resnet50_v1b_custom() (in module gluoncv.model_zoo) resnet50_v1b_gn() (in module gluoncv.model_zoo) resnet50_v1b_hmdb51() (in module gluoncv.model_zoo) resnet50_v1b_kinetics400() (in module gluoncv.model_zoo) resnet50_v1b_sthsthv2() (in module gluoncv.model_zoo) resnet50_v1b_ucf101() (in module gluoncv.model_zoo) resnet50_v1c() (in module gluoncv.model_zoo) resnet50_v1d() (in module gluoncv.model_zoo) resnet50_v1e() (in module gluoncv.model_zoo) resnet50_v1s() (in module gluoncv.model_zoo) resnet50_v2() (in module gluoncv.model_zoo) ResNet_SlowFast (class in gluoncv.model_zoo) ResnetEncoder (class in gluoncv.model_zoo) ResNetV1 (class in gluoncv.model_zoo) ResNetV1b (class in gluoncv.model_zoo) ResNetV2 (class in gluoncv.model_zoo) ResNext (class in gluoncv.model_zoo) resnext101_32x4d() (in module gluoncv.model_zoo) resnext101_64x4d() (in module gluoncv.model_zoo) resnext101e_64x4d() (in module gluoncv.model_zoo) resnext50_32x4d() (in module gluoncv.model_zoo) rpn_target_generator (gluoncv.model_zoo.DoubleHeadRCNN attribute) (gluoncv.model_zoo.FasterRCNN attribute)

S

SE_BasicBlockV1 (class in gluoncv.model_zoo) SE_BasicBlockV2 (class in gluoncv.model_zoo) SE_BottleneckV1 (class in gluoncv.model_zoo) SE_BottleneckV2 (class in gluoncv.model_zoo) se_resnet101_v1() (in module gluoncv.model_zoo) se_resnet101_v2() (in module gluoncv.model_zoo) se_resnet152_v1() (in module gluoncv.model_zoo) se_resnet152_v2() (in module gluoncv.model_zoo) se_resnet18_v1() (in module gluoncv.model_zoo) se_resnet18_v2() (in module gluoncv.model_zoo) se_resnet34_v1() (in module gluoncv.model_zoo) se_resnet34_v2() (in module gluoncv.model_zoo) se_resnet50_v1() (in module gluoncv.model_zoo) se_resnet50_v2() (in module gluoncv.model_zoo) SE_ResNetV1 (class in gluoncv.model_zoo) SE_ResNetV2 (class in gluoncv.model_zoo) se_resnext101_32x4d() (in module gluoncv.model_zoo) se_resnext101_64x4d() (in module gluoncv.model_zoo) se_resnext101e_64x4d() (in module gluoncv.model_zoo) se_resnext50_32x4d() (in module gluoncv.model_zoo) SegmentationMetric (class in gluoncv.utils.metrics) SegmentationMultiLosses (class in gluoncv.loss) set_lr_mult() (in module gluoncv.utils) set_nms() (gluoncv.model_zoo.CenterNet method) (gluoncv.model_zoo.SSD method) (gluoncv.model_zoo.YOLOV3 method) short (gluoncv.model_zoo.DoubleHeadRCNN attribute) (gluoncv.model_zoo.FasterRCNN attribute) SiamRPN (class in gluoncv.model_zoo) siamrpn_alexnet_v2_otb15() (in module gluoncv.model_zoo) SiamRPNLoss (class in gluoncv.loss) SigmoidClassEncoder (class in gluoncv.nn.coder) simple_pose_resnet101_v1b() (in module gluoncv.model_zoo) simple_pose_resnet101_v1d() (in module gluoncv.model_zoo) simple_pose_resnet152_v1b() (in module gluoncv.model_zoo) simple_pose_resnet152_v1d() (in module gluoncv.model_zoo) simple_pose_resnet18_v1b() (in module gluoncv.model_zoo) simple_pose_resnet50_v1b() (in module gluoncv.model_zoo) simple_pose_resnet50_v1d() (in module gluoncv.model_zoo) SimplePoseResNet (class in gluoncv.model_zoo) SlowFast (class in gluoncv.model_zoo) slowfast_16x8_resnet101_50_50_kinetics400() (in module gluoncv.model_zoo)

slowfast_16x8_resnet101_kinetics400() (in module gluoncv.model_zoo) slowfast_4x16_resnet101_kinetics400() (in module gluoncv.model_zoo) slowfast_4x16_resnet50_custom() (in module gluoncv.model_zoo) slowfast_4x16_resnet50_kinetics400() (in module gluoncv.model_zoo) slowfast_8x8_resnet101_kinetics400() (in module gluoncv.model_zoo) slowfast_8x8_resnet50_kinetics400() (in module gluoncv.model_zoo) SlowPath() (gluoncv.model_zoo.SlowFast method) SMOTTracker (class in gluoncv.model_zoo) split_and_load() (in module gluoncv.utils) split_data() (in module gluoncv.utils) SqueezeNet (class in gluoncv.model_zoo) squeezenet1_0() (in module gluoncv.model_zoo) squeezenet1_1() (in module gluoncv.model_zoo) SSD (class in gluoncv.model_zoo) ssd_300_mobilenet0_25_coco() (in module gluoncv.model_zoo) ssd_300_mobilenet0_25_custom() (in module gluoncv.model_zoo) ssd_300_mobilenet0_25_voc() (in module gluoncv.model_zoo) ssd_300_resnet34_v1b_coco() (in module gluoncv.model_zoo) ssd_300_resnet34_v1b_custom() (in module gluoncv.model_zoo) ssd_300_resnet34_v1b_voc() (in module gluoncv.model_zoo) ssd_300_vgg16_atrous_coco() (in module gluoncv.model_zoo) ssd_300_vgg16_atrous_custom() (in module gluoncv.model_zoo) ssd_300_vgg16_atrous_voc() (in module gluoncv.model_zoo) ssd_512_mobilenet1_0_coco() (in module gluoncv.model_zoo) ssd_512_mobilenet1_0_custom() (in module gluoncv.model_zoo) ssd_512_mobilenet1_0_voc() (in module gluoncv.model_zoo) ssd_512_resnet101_v2_voc() (in module gluoncv.model_zoo) ssd_512_resnet152_v2_voc() (in module gluoncv.model_zoo) ssd_512_resnet18_v1_coco() (in module gluoncv.model_zoo) ssd_512_resnet18_v1_custom() (in module gluoncv.model_zoo) ssd_512_resnet18_v1_voc() (in module gluoncv.model_zoo) ssd_512_resnet50_v1_coco() (in module gluoncv.model_zoo) ssd_512_resnet50_v1_custom() (in module gluoncv.model_zoo) ssd_512_resnet50_v1_voc() (in module gluoncv.model_zoo) ssd_512_vgg16_atrous_coco() (in module gluoncv.model_zoo) ssd_512_vgg16_atrous_custom() (in module gluoncv.model_zoo) ssd_512_vgg16_atrous_voc() (in module gluoncv.model_zoo) SSDDALIPipeline (class in gluoncv.data.transforms.presets.ssd) SSDDefaultTrainTransform (class in gluoncv.data.transforms.presets.ssd) SSDDefaultValTransform (class in gluoncv.data.transforms.presets.ssd) SSDMultiBoxLoss (class in gluoncv.loss) Stack (class in gluoncv.data.batchify)

T

target_generator (gluoncv.model_zoo.DoubleHeadRCNN attribute) (gluoncv.model_zoo.FasterRCNN attribute) target_generator() (gluoncv.model_zoo.DoubleHeadRCNN property) (gluoncv.model_zoo.FasterRCNN property) template() (gluoncv.model_zoo.SiamRPN method) ten_crop() (in module gluoncv.data.transforms.image) timeit() (in module gluoncv.model_zoo) Track (class in gluoncv.model_zoo) track() (gluoncv.model_zoo.SiamRPN method)

train_patterns (gluoncv.model_zoo.DoubleHeadRCNN attribute) (gluoncv.model_zoo.FasterRCNN attribute) TrainingHistory (class in gluoncv.utils) transform_test() (in module gluoncv.data.transforms.presets.rcnn) (in module gluoncv.data.transforms.presets.ssd) (in module gluoncv.data.transforms.presets.yolo) translate() (in module gluoncv.data.transforms.bbox) try_import_cv2() (in module gluoncv.utils) try_import_dali() (in module gluoncv.utils) Tuple (class in gluoncv.data.batchify)

U

update() (gluoncv.model_zoo.Track method) (gluoncv.utils.metrics.COCODetectionMetric method) (gluoncv.utils.metrics.COCOKeyPointsMetric method) (gluoncv.utils.metrics.HeatmapAccuracy method) (gluoncv.utils.metrics.SegmentationMetric method) (gluoncv.utils.metrics.VOCMApMetric method) (gluoncv.utils.TrainingHistory method)

V

VGG (class in gluoncv.model_zoo) vgg11() (in module gluoncv.model_zoo) vgg11_bn() (in module gluoncv.model_zoo) vgg13() (in module gluoncv.model_zoo) vgg13_bn() (in module gluoncv.model_zoo) vgg16() (in module gluoncv.model_zoo) vgg16_atrous_300() (in module gluoncv.model_zoo) vgg16_atrous_512() (in module gluoncv.model_zoo) vgg16_bn() (in module gluoncv.model_zoo) vgg16_hmdb51() (in module gluoncv.model_zoo)

vgg16_kinetics400() (in module gluoncv.model_zoo) vgg16_sthsthv2() (in module gluoncv.model_zoo) vgg16_ucf101() (in module gluoncv.model_zoo) vgg19() (in module gluoncv.model_zoo) vgg19_bn() (in module gluoncv.model_zoo) VGGAtrousExtractor (class in gluoncv.model_zoo) VOC07MApMetric (class in gluoncv.utils.metrics) VOCAugSegmentation (class in gluoncv.data) VOCDetection (class in gluoncv.data) VOCMApMetric (class in gluoncv.utils.metrics) VOCSegmentation (class in gluoncv.data)

W

weight_l1_loss() (gluoncv.loss.SiamRPNLoss method)

X

Xception65 (class in gluoncv.model_zoo)

Xception71 (class in gluoncv.model_zoo)

Y

yolo3_darknet53_coco() (in module gluoncv.model_zoo) yolo3_darknet53_custom() (in module gluoncv.model_zoo) yolo3_darknet53_voc() (in module gluoncv.model_zoo) yolo3_mobilenet0_25_coco() (in module gluoncv.model_zoo) yolo3_mobilenet0_25_custom() (in module gluoncv.model_zoo) yolo3_mobilenet0_25_voc() (in module gluoncv.model_zoo)

yolo3_mobilenet1_0_coco() (in module gluoncv.model_zoo) yolo3_mobilenet1_0_custom() (in module gluoncv.model_zoo) yolo3_mobilenet1_0_voc() (in module gluoncv.model_zoo) YOLO3DefaultTrainTransform (class in gluoncv.data.transforms.presets.yolo) YOLO3DefaultValTransform (class in gluoncv.data.transforms.presets.yolo) YOLOV3 (class in gluoncv.model_zoo) YOLOV3Loss (class in gluoncv.loss)