quickdraw_bitmap | TensorFlow Datasets

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The Quick Draw Dataset is a collection of 50 million drawings across 345 categories, contributed by players of the game Quick, Draw! Install Learn Introduction NewtoTensorFlow? TensorFlow ThecoreopensourceMLlibrary ForJavaScript TensorFlow.jsforMLusingJavaScript ForMobile&Edge TensorFlowLiteformobileandedgedevices ForProduction TensorFlowExtendedforend-to-endMLcomponents API TensorFlow(v2.8.0) r1.15 Versions… TensorFlow.js TensorFlowLite TFX Resources Models&datasets Pre-trainedmodelsanddatasetsbuiltbyGoogleandthecommunity Tools EcosystemoftoolstohelpyouuseTensorFlow Libraries&extensions LibrariesandextensionsbuiltonTensorFlow TensorFlowCertificateprogram DifferentiateyourselfbydemonstratingyourMLproficiency LearnML EducationalresourcestolearnthefundamentalsofMLwithTensorFlow ResponsibleAI ResourcesandtoolstointegrateResponsibleAIpracticesintoyourMLworkflow Community Join Explorewaystogetinvolved Blog StayuptodatewithallthingsTensorFlow Forum↗ DiscussionplatformfortheTensorFlowcommunity Groups Usergroups,interestgroupsandmailinglists Contribute Guideforcontributingtocodeanddocumentation WhyTensorFlow About Casestudies Language English BahasaIndonesia Deutsch 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beansbee_datasetbigearthnetbinary_alpha_digitscaltech101caltech_birds2010caltech_birds2011cars196cassavacats_vs_dogschexpert(manual)cifar10cifar100cifar10_1cifar10_corruptedcitrus_leavescmaterdbcolorectal_histologycolorectal_histology_largecurated_breast_imaging_ddsm(manual)cycle_gandeep_weedsdiabetic_retinopathy_detection(manual)dmlabdomainnetdtdemnisteurosatfashion_mnistfood101geirhos_conflict_stimulihorses_or_humansi_naturalist2017i_naturalist2018imagenet2012(manual)imagenet2012_corrupted(manual)imagenet2012_fewshot(manual)imagenet2012_multilabel(manual)imagenet2012_real(manual)imagenet2012_subset(manual)imagenet_aimagenet_lt(manual)imagenet_rimagenet_resizedimagenet_sketchimagenet_v2imagenetteimagewangkmnistlfwmalariamnistmnist_corruptedomniglotoxford_flowers102oxford_iiit_petpatch_camelyonpet_finderplaces365_smallplant_leavesplant_villageplantae_kquickdraw_bitmapresisc45(manual)rock_paper_scissorssiscoresmallnorbso2satstanford_dogsstanford_online_productsstl10sun397svhn_croppedtf_flowersuc_mercedvisual_domain_decathlon Objectdetection cocococo_captionskittilvisopen_images_challenge2019_detectionopen_images_v4vocwaymo_open_datasetwider_face Questionanswering ai2_arcai2_arc_with_iranswer_equivalenceasqacoqacosmos_qamctacomlqanatural_questionsnatural_questions_openqascsquadtrivia_qatydi_qaweb_questionsxquad Ranking istellamslr_web Rlunplugged rlu_atarirlu_atari_checkpointsrlu_atari_checkpoints_orderedrlu_control_suiterlu_dmlab_explore_object_rewards_fewrlu_dmlab_explore_object_rewards_manyrlu_dmlab_rooms_select_nonmatching_objectrlu_dmlab_rooms_watermazerlu_dmlab_seekavoid_arena01rlu_locomotionrlu_rwrl Rlds locomotionrobosuite_panda_pick_place_can Robomimic robomimic_ph Robotics mt_opt Structured amazon_us_reviewsble_wind_fieldcherry_blossomscovid19cs_restaurantsdartdiamondse2e_cleanedefron_morris75forest_firesgenomics_oodgerman_credit_numerichiggshowelliriskddcup99movie_lensmovielenspenguinsprotein_netradonrock_youtitanicweb_graphweb_nlgwiki_biowiki_table_questionswiki_table_textwine_quality Summarization aeslcbig_patentbillsumbooksum(manual)cnn_dailymailcovid19sum(manual)gigawordgov_reportmedia_sum(manual)multi_newsnewsroom(manual)opinion_abstractsopinosisredditreddit_tifusamsum(manual)scientific_paperssummscreenwikihow(manual)xsum(manual) Text ag_news_subsetanliassin2blimpbool_qc4(manual)cfqcivil_commentsclinc_ooscos_edefinite_pronoun_resolutiondoc_nlidolphin_number_worddroperaser_multi_rcesnligapgemgluegoemotionsgpt3gsm8khellaswagimdb_reviewsirc_disentanglementlambadalibrispeech_lmlm1bmath_datasetmath_qamovie_rationalesmrqamulti_nlimulti_nli_mismatchopenbookqapaws_wikipaws_x_wikipg19piqaqa4mrequacqualityracereddit_disentanglement(manual)salient_span_wikipediascanschema_guided_dialoguesci_tailscicitescrollssentiment140snlisquad_question_generationstar_cfqstory_cloze(manual)super_gluetiny_shakespearetrecunified_qawiki40bwikiannwikipediawikipedia_toxicity_subtypeswinograndewordnetwsc273xnlixtreme_pawsxxtreme_xnliyelp_polarity_reviews Textsimplification assetwiki_auto Timeseries smartwatch_gestures Translate floresopuspara_crawlted_hrlr_translateted_multi_translatewmt13_translate(manual)wmt14_translate(manual)wmt15_translate(manual)wmt16_translate(manual)wmt17_translate(manual)wmt18_translate(manual)wmt19_translate(manual)wmt_t2t_translate(manual) Video bair_robot_pushing_smalldavismoving_mnistrobonetstarcraft_videotao(manual)ucf101youtube_vis(manual) Visionlanguage gref(manual)grounded_scanref_coco(manual)witwit_kaggle(manual) Introduction TensorFlow ForJavaScript ForMobile&Edge ForProduction TensorFlow(v2.8.0) r1.15 Versions… TensorFlow.js TensorFlowLite TFX Models&datasets Tools Libraries&extensions TensorFlowCertificateprogram LearnML ResponsibleAI Join Blog Forum↗ Groups Contribute About Casestudies TensorFlow Resources Datasets Catalog quickdraw_bitmap Visualization: ExploreinKnowYourData north_east Description: TheQuickDrawDatasetisacollectionof50milliondrawingsacross345 categories,contributedbyplayersofthegameQuick,Draw!.Thebitmapdataset containsthesedrawingsconvertedfromvectorformatinto28x28grayscaleimages Homepage: https://github.com/googlecreativelab/quickdraw-dataset Sourcecode: tfds.image_classification.QuickdrawBitmap Versions: 3.0.0(default):NewsplitAPI (https://tensorflow.org/datasets/splits) Downloadsize:36.82GiB Datasetsize:Unknownsize Auto-cached (documentation): Unknown Splits: Split Examples 'train' 50,426,266 Featurestructure: FeaturesDict({ 'image':Image(shape=(28,28,1),dtype=tf.uint8), 'label':ClassLabel(shape=(),dtype=tf.int64,num_classes=345), }) Featuredocumentation: Feature Class Shape Dtype Description FeaturesDict image Image (28,28,1) tf.uint8 label ClassLabel tf.int64 Supervisedkeys(See as_superviseddoc): ('image','label') Figure (tfds.show_examples): Examples (tfds.as_dataframe): Citation: @article{DBLP:journals/corr/HaE17, author={DavidHaand DouglasEck}, title={ANeuralRepresentationofSketchDrawings}, journal={CoRR}, volume={abs/1704.03477}, year={2017}, url={http://arxiv.org/abs/1704.03477}, archivePrefix={arXiv}, eprint={1704.03477}, timestamp={Mon,13Aug201816:48:30+0200}, biburl={https://dblp.org/rec/bib/journals/corr/HaE17}, bibsource={dblpcomputersciencebibliography,https://dblp.org} } Exceptasotherwisenoted,thecontentofthispageislicensedundertheCreativeCommonsAttribution4.0License,andcodesamplesarelicensedundertheApache2.0License.Fordetails,seetheGoogleDevelopersSitePolicies.JavaisaregisteredtrademarkofOracleand/oritsaffiliates. 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