Vision Datasets ============================= Cross-Domain Classification --------------------------------------------------------- -------------------------------------- ImageList -------------------------------------- .. autoclass:: common.vision.datasets.imagelist.ImageList :members: ------------------------------------- Office-31 ------------------------------------- .. autoclass:: common.vision.datasets.office31.Office31 :members: :inherited-members: --------------------------------------- Office-Caltech --------------------------------------- .. autoclass:: common.vision.datasets.officecaltech.OfficeCaltech :members: :inherited-members: --------------------------------------- Office-Home --------------------------------------- .. autoclass:: common.vision.datasets.officehome.OfficeHome :members: :inherited-members: -------------------------------------- VisDA-2017 -------------------------------------- .. autoclass:: common.vision.datasets.visda2017.VisDA2017 :members: :inherited-members: -------------------------------------- DomainNet -------------------------------------- .. autoclass:: common.vision.datasets.domainnet.DomainNet :members: :inherited-members: -------------------------------------- PACS -------------------------------------- .. autoclass:: common.vision.datasets.pacs.PACS :members: -------------------------------------- MNIST -------------------------------------- .. autoclass:: common.vision.datasets.digits.MNIST :members: -------------------------------------- USPS -------------------------------------- .. autoclass:: common.vision.datasets.digits.USPS :members: -------------------------------------- SVHN -------------------------------------- .. autoclass:: common.vision.datasets.digits.SVHN :members: Partial Cross-Domain Classification ---------------------------------------------------- --------------------------------------- Partial Wrapper --------------------------------------- .. autofunction:: common.vision.datasets.partial.partial .. autofunction:: common.vision.datasets.partial.default_partial --------------------------------------- Caltech-256->ImageNet-1k --------------------------------------- .. autoclass:: common.vision.datasets.partial.caltech_imagenet.CaltechImageNet :members: --------------------------------------- ImageNet-1k->Caltech-256 --------------------------------------- .. autoclass:: common.vision.datasets.partial.imagenet_caltech.ImageNetCaltech :members: Open Set Cross-Domain Classification ------------------------------------------------------ --------------------------------------- Open Set Wrapper --------------------------------------- .. autofunction:: common.vision.datasets.openset.open_set .. autofunction:: common.vision.datasets.openset.default_open_set Cross-Domain Regression ------------------------------------------------------ --------------------------------------- ImageRegression --------------------------------------- .. autoclass:: common.vision.datasets.regression.image_regression.ImageRegression :members: --------------------------------------- DSprites --------------------------------------- .. autoclass:: common.vision.datasets.regression.dsprites.DSprites :members: --------------------------------------- MPI3D --------------------------------------- .. autoclass:: common.vision.datasets.regression.mpi3d.MPI3D :members: Cross-Domain Segmentation ----------------------------------------------- --------------------------------------- SegmentationList --------------------------------------- .. autoclass:: common.vision.datasets.segmentation.segmentation_list.SegmentationList :members: --------------------------------------- Cityscapes --------------------------------------- .. autoclass:: common.vision.datasets.segmentation.cityscapes.Cityscapes --------------------------------------- GTA5 --------------------------------------- .. autoclass:: common.vision.datasets.segmentation.gta5.GTA5 --------------------------------------- Synthia --------------------------------------- .. autoclass:: common.vision.datasets.segmentation.synthia.Synthia --------------------------------------- Foggy Cityscapes --------------------------------------- .. autoclass:: common.vision.datasets.segmentation.cityscapes.FoggyCityscapes Cross-Domain Keypoint Detection ----------------------------------------------- --------------------------------------- Dataset Base for Keypoint Detection --------------------------------------- .. autoclass:: common.vision.datasets.keypoint_detection.keypoint_dataset.KeypointDataset :members: .. autoclass:: common.vision.datasets.keypoint_detection.keypoint_dataset.Body16KeypointDataset :members: .. autoclass:: common.vision.datasets.keypoint_detection.keypoint_dataset.Hand21KeypointDataset :members: --------------------------------------- Rendered Handpose Dataset --------------------------------------- .. autoclass:: common.vision.datasets.keypoint_detection.rendered_hand_pose.RenderedHandPose :members: --------------------------------------- Hand-3d-Studio Dataset --------------------------------------- .. autoclass:: common.vision.datasets.keypoint_detection.hand_3d_studio.Hand3DStudio :members: --------------------------------------- FreiHAND Dataset --------------------------------------- .. autoclass:: common.vision.datasets.keypoint_detection.freihand.FreiHand :members: --------------------------------------- Surreal Dataset --------------------------------------- .. autoclass:: common.vision.datasets.keypoint_detection.surreal.SURREAL :members: --------------------------------------- LSP Dataset --------------------------------------- .. autoclass:: common.vision.datasets.keypoint_detection.lsp.LSP :members: --------------------------------------- Human3.6M Dataset --------------------------------------- .. autoclass:: common.vision.datasets.keypoint_detection.human36m.Human36M :members: Cross-Domain ReID ------------------------------------------------------ --------------------------------------- Market1501 --------------------------------------- .. autoclass:: common.vision.datasets.reid.market1501.Market1501 :members: --------------------------------------- DukeMTMC-reID --------------------------------------- .. autoclass:: common.vision.datasets.reid.dukemtmc.DukeMTMC :members: --------------------------------------- MSMT17 --------------------------------------- .. autoclass:: common.vision.datasets.reid.msmt17.MSMT17 :members: Natural Object Recognition --------------------------------------------------------- ------------------------------------- Stanford Dogs ------------------------------------- .. autoclass:: common.vision.datasets.stanford_dogs.StanfordDogs :members: ------------------------------------- Stanford Cars ------------------------------------- .. autoclass:: common.vision.datasets.stanford_cars.StanfordCars :members: ------------------------------------- CUB-200-2011 ------------------------------------- .. autoclass:: common.vision.datasets.cub200.CUB200 :members: ------------------------------------- FVGC Aircraft ------------------------------------- .. autoclass:: common.vision.datasets.aircrafts.Aircraft :members: ------------------------------------- Oxford-IIIT Pet ------------------------------------- .. autoclass:: common.vision.datasets.oxfordpet.OxfordIIITPet :members: ------------------------------------- COCO-70 ------------------------------------- .. autoclass:: common.vision.datasets.coco70.COCO70 :members: ------------------------------------- DTD ------------------------------------- .. autoclass:: common.vision.datasets.dtd.DTD :members: ------------------------------------- OxfordFlowers102 ------------------------------------- .. autoclass:: common.vision.datasets.oxfordflowers.OxfordFlowers102 :members: Specialized Image Classification -------------------------------- ------------------------------------- PatchCamelyon ------------------------------------- .. autoclass:: common.vision.datasets.patchcamelyon.PatchCamelyon :members: ------------------------------------- Retinopathy ------------------------------------- .. autoclass:: common.vision.datasets.retinopathy.Retinopathy :members: ------------------------------------- EuroSAT ------------------------------------- .. autoclass:: common.vision.datasets.eurosat.EuroSAT :members: ------------------------------------- Resisc45 ------------------------------------- .. autoclass:: common.vision.datasets.resisc45.Resisc45 :members: