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? 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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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延伸文章資訊
- 1Quick, Draw! The Data - Google
Over 15 million players have contributed millions of drawings playing Quick, Draw! These doodles ...
- 2quickdraw_bitmap | TensorFlow Datasets
The Quick Draw Dataset is a collection of 50 million drawings across 345 categories, contributed ...
- 3Using Quickdraw dataset. An E2E pipeline with tensorflow.js - Medium
- 4Google makes dataset of 50 million drawings available on its ...
The Quick Draw API — which uses Google Cloud Endpoints to host a Node.js API, Jonas explained — p...
- 5arXiv:1907.06417v2 [cs.CV] 23 Oct 2019
Keywords: Quick, Draw! Dataset, Statistical Analysis, Neural Networks. 1 Introduction. Since the ...