Index

_

__call__() (ssds.core.evaluation_metrics.MeanAveragePrecision method) (ssds.modeling.layers.decoder.Decoder method) (ssds.ssds.SSDDetector method)

__getitem__() (ssds.dataset.detection_dataset.DetectionDataset method)

A

add_anchorStrategy() (in module ssds.core.visualize_funcs) add_defaultAnchors() (in module ssds.core.visualize_funcs) add_extras() (ssds.modeling.ssds.SSD static method) (ssds.modeling.ssds.SSDBiFPN static method) (ssds.modeling.ssds.SSDFPN static method) (ssds.modeling.ssds.YOLOV3 static method) (ssds.modeling.ssds.YOLOV4 static method)

add_imagesWithBoxes() (in module ssds.core.visualize_funcs) add_imagesWithMatchedBoxes() (in module ssds.core.visualize_funcs) add_matchedAnchor() (in module ssds.core.visualize_funcs) add_matchedAnchorsWithBox() (in module ssds.core.visualize_funcs) add_prCurve() (in module ssds.core.visualize_funcs) annotation_from_index() (ssds.dataset.coco.COCODataset method)

B

BalancedDataParallel (class in ssds.core.data_parallel)

box2delta() (in module ssds.modeling.layers.box)

C

cfg_from_file() (in module ssds.core.config) CIOULoss() (in module ssds.core.criterion) COCODataset (class in ssds.dataset.coco) COCODetection (class in ssds.dataset.coco) COCOPipeline (class in ssds.dataset.dali_coco) Compose (class in ssds.dataset.transforms) configure_lr_scheduler() (in module ssds.core.optimizer)

configure_optimizer() (in module ssds.core.optimizer) configure_ratio_scale() (in module ssds.modeling.layers.box) ConvertColor (class in ssds.dataset.transforms) ConvertFromInts (class in ssds.dataset.transforms) create_anchors() (in module ssds.modeling.model_builder) create_decoder() (in module ssds.modeling.model_builder) create_model() (in module ssds.modeling.model_builder)

D

DaliCOCO (class in ssds.dataset.dali_coco) DaliDataset (class in ssds.dataset.dali_dataiterator) DaliPipeline (class in ssds.dataset.dali_dataiterator) DaliTFRecord (class in ssds.dataset.dali_tfrecord) DarkNet53() (in module ssds.modeling.nets.darknet) decode() (in module ssds.modeling.layers.box) Decoder (class in ssds.modeling.layers.decoder)

define_graph() (ssds.dataset.dali_coco.COCOPipeline method) (ssds.dataset.dali_tfrecord.TFRecordPipeline method) delta2box() (in module ssds.modeling.layers.box) delta2ltrb() (ssds.core.criterion.IOULoss method) DenseNet121() (in module ssds.modeling.nets.densenet) detection_collate() (in module ssds.dataset.dataset_factory) DetectionDataset (class in ssds.dataset.detection_dataset) DIOULoss() (in module ssds.core.criterion)

E

EfficientNetB0() (in module ssds.modeling.nets.efficientnet) EfficientNetB1() (in module ssds.modeling.nets.efficientnet) EfficientNetB2() (in module ssds.modeling.nets.efficientnet) EfficientNetB3() (in module ssds.modeling.nets.efficientnet) EfficientNetB4() (in module ssds.modeling.nets.efficientnet) EfficientNetB5() (in module ssds.modeling.nets.efficientnet) EffNetB0() (in module ssds.modeling.nets.effnet) EffNetB0Ex() (in module ssds.modeling.nets.effnet) EffNetB1() (in module ssds.modeling.nets.effnet)

EffNetB2() (in module ssds.modeling.nets.effnet) EffNetB3() (in module ssds.modeling.nets.effnet) EffNetB4() (in module ssds.modeling.nets.effnet) EffNetB5() (in module ssds.modeling.nets.effnet) EffNetB6() (in module ssds.modeling.nets.effnet) EffNetB7() (in module ssds.modeling.nets.effnet) eval_anchor_based_epoch() (in module ssds.pipeline.pipeline_anchor_basic) Expand (class in ssds.dataset.transforms) extract_targets() (in module ssds.modeling.layers.box)

F

find_previous_checkpoint() (in module ssds.core.checkpoint) FocalLoss (class in ssds.core.criterion) forward() (ssds.core.criterion.FocalLoss method) (ssds.core.criterion.IOULoss method) (ssds.core.criterion.MultiBoxLoss method) (ssds.core.criterion.SmoothL1Loss method) (ssds.modeling.ssds.SSD method) (ssds.modeling.ssds.SSDBiFPN method) (ssds.modeling.ssds.SSDFPN method) (ssds.modeling.ssds.YOLOV3 method) (ssds.modeling.ssds.YOLOV4 method)

G

generate_anchors() (in module ssds.modeling.layers.box) get_results() (ssds.core.evaluation_metrics.MeanAveragePrecision method)

get_sample_region() (in module ssds.modeling.layers.box) GIOULoss() (in module ssds.core.criterion)

I

image_path_from_index() (ssds.dataset.coco.COCODataset method) InceptionV2 (class in ssds.modeling.nets.inception_v2) initialize_extra() (ssds.modeling.ssds.ssdsbase.SSDSBase method)

initialize_head() (ssds.modeling.ssds.ssdsbase.SSDSBase method) initialize_prior() (ssds.modeling.ssds.ssdsbase.SSDSBase method) intersect() (in module ssds.dataset.transforms) IOULoss (class in ssds.core.criterion)

J

jaccard_numpy() (in module ssds.dataset.transforms)

L

Lambda (class in ssds.dataset.transforms)

load_data() (in module ssds.dataset.dataset_factory)

M

MeanAveragePrecision (class in ssds.core.evaluation_metrics) MobileNetV1() (in module ssds.modeling.nets.mobilenet) MobileNetV2() (in module ssds.modeling.nets.mobilenet) ModelWithLossBasic (class in ssds.pipeline.pipeline_anchor_apex) module ssds.core.checkpoint ssds.core.config ssds.core.criterion ssds.core.optimizer ssds.core.visualize_funcs ssds.dataset.coco ssds.dataset.dali_coco ssds.dataset.dali_dataiterator ssds.dataset.dali_tfrecord ssds.dataset.dataset_factory ssds.dataset.transforms ssds.modeling.layers.box ssds.modeling.model_builder ssds.modeling.nets.darknet ssds.modeling.nets.densenet ssds.modeling.nets.efficientnet ssds.modeling.nets.effnet ssds.modeling.nets.mobilenet ssds.modeling.nets.regnet ssds.modeling.nets.resnet ssds.modeling.nets.shufflenet ssds.pipeline.pipeline_anchor_apex ssds.pipeline.pipeline_anchor_basic

MultiBoxLoss (class in ssds.core.criterion)

N

nms() (in module ssds.modeling.layers.box)

Normalize (class in ssds.dataset.transforms)

P

PhotometricDistort (class in ssds.dataset.transforms)

predefined_graph() (ssds.dataset.dali_dataiterator.DaliPipeline method)

R

RandomBrightness (class in ssds.dataset.transforms) RandomContrast (class in ssds.dataset.transforms) RandomHue (class in ssds.dataset.transforms) RandomLightingNoise (class in ssds.dataset.transforms) RandomMirror (class in ssds.dataset.transforms) RandomSampleCrop (class in ssds.dataset.transforms) RandomSaturation (class in ssds.dataset.transforms) RegNetX002() (in module ssds.modeling.nets.regnet) RegNetX004() (in module ssds.modeling.nets.regnet) RegNetX006() (in module ssds.modeling.nets.regnet) RegNetX008() (in module ssds.modeling.nets.regnet) RegNetX016() (in module ssds.modeling.nets.regnet) RegNetX032() (in module ssds.modeling.nets.regnet) RegNetX040() (in module ssds.modeling.nets.regnet)

RegNetX064() (in module ssds.modeling.nets.regnet) RegNetX080() (in module ssds.modeling.nets.regnet) RegNetX120() (in module ssds.modeling.nets.regnet) RegNetX160() (in module ssds.modeling.nets.regnet) RegNetX320() (in module ssds.modeling.nets.regnet) Resize (class in ssds.dataset.transforms) ResNet101() (in module ssds.modeling.nets.resnet) ResNet152() (in module ssds.modeling.nets.resnet) ResNet18() (in module ssds.modeling.nets.resnet) ResNet34() (in module ssds.modeling.nets.resnet) ResNet50() (in module ssds.modeling.nets.resnet) ResNeXt101_32x8d() (in module ssds.modeling.nets.resnet) ResNeXt50_32x4d() (in module ssds.modeling.nets.resnet) resume_checkpoint() (in module ssds.core.checkpoint)

S

save_checkpoints() (in module ssds.core.checkpoint) ShuffleNetV2_x1() (in module ssds.modeling.nets.shufflenet) ShuffleNetV2_x2() (in module ssds.modeling.nets.shufflenet) SmoothL1Loss (class in ssds.core.criterion) snap_to_anchors_by_iou() (in module ssds.modeling.layers.box) snap_to_anchors_by_scale() (in module ssds.modeling.layers.box) SSD (class in ssds.modeling.ssds) SSDBiFPN (class in ssds.modeling.ssds) SSDDetector (class in ssds.ssds) SSDFPN (class in ssds.modeling.ssds) ssds.core.checkpoint module ssds.core.config module ssds.core.criterion module ssds.core.optimizer module ssds.core.visualize_funcs module ssds.dataset.coco module ssds.dataset.dali_coco module ssds.dataset.dali_dataiterator module ssds.dataset.dali_tfrecord module ssds.dataset.dataset_factory module

ssds.dataset.transforms module ssds.modeling.layers.box module ssds.modeling.model_builder module ssds.modeling.nets.darknet module ssds.modeling.nets.densenet module ssds.modeling.nets.efficientnet module ssds.modeling.nets.effnet module ssds.modeling.nets.mobilenet module ssds.modeling.nets.regnet module ssds.modeling.nets.resnet module ssds.modeling.nets.shufflenet module ssds.pipeline.pipeline_anchor_apex module ssds.pipeline.pipeline_anchor_basic module SSDSBase (class in ssds.modeling.ssds.ssdsbase) SwapChannels (class in ssds.dataset.transforms)

T

TFRecordPipeline (class in ssds.dataset.dali_tfrecord) ToAbsoluteCoords (class in ssds.dataset.transforms) ToCV2Image (class in ssds.dataset.transforms) ToGPU (class in ssds.dataset.transforms) ToPercentCoords (class in ssds.dataset.transforms)

ToTensor (class in ssds.dataset.transforms) ToXYWH (class in ssds.dataset.transforms) train_anchor_based_epoch() (in module ssds.pipeline.pipeline_anchor_apex) (in module ssds.pipeline.pipeline_anchor_basic) trainable_param() (in module ssds.core.optimizer)

W

WideResNet101_2() (in module ssds.modeling.nets.resnet)

WideResNet50_2() (in module ssds.modeling.nets.resnet)

Y

YOLOV3 (class in ssds.modeling.ssds)

YOLOV4 (class in ssds.modeling.ssds)