Flowers Datasetdoi:10.7910/DVN/1ECTVNHarvard Dataverse2020-08-248Tung, K, 2020, "Flowers Dataset", https://doi.org/10.7910/DVN/1ECTVN, Harvard Dataverse, V8, UNF:6:z6JGwpi2tftxFU+tbVH/3g== [fileUNF]Flowers Datasetdoi:10.7910/DVN/1ECTVNTung, KHarvard DataverseTung, KTung, K2020-08-24Computer and Information ScienceflowersOpen source flower images available in Python distribution. Raw images converted to TFRecord format in offline process.<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a>https://www.tensorflow.org/datasets/catalog/tf_flowershttps://www.tensorflow.org/datasets/catalog/tf_flowersiris-write-from-docker.tab1505text/tab-separated-valuesUNF:6:z6JGwpi2tftxFU+tbVH/3g==iris csv from open sourcesepal_length4.35.8150.07.9.5.8433333333333340.82806612797786280.0UNF:6:FnQvOCZE9tcn64bP78wLag==sepal_width3.0540.433594311362173862.0.3.04.40.0150.0UNF:6:9y73F+xls7P88ROL/Mzjpw==petal_length150.03.758666666666666.0.04.351.76442041995226266.91.0UNF:6:IB1rYmQhyDGJp/xkodIeDQ==petal_width1.1986666666666665.150.00.7631607417008410.12.51.30.0UNF:6:OdccDV+WfIurAVoLSfVlnQ==classUNF:6:L2VViO9LlQYOVA3L225IJQ==flowers.zipjpg of flower images partitioned into test, training and validation.application/zipflower_photos_plus_small_testset.zipRaw jpg images. In addition to train, test, and validation, a small_test dataset is added as a sub-directory.application/zipflower_tfrecords.zipTFRecord of flowers partitioned into test, training and validationapplication/zipInspecting_TFRecord.ipynbJupiter notebook with TensorFlow 2.x. Demonstrate how to inspect TFRecord.application/x-ipynb+jsonsetup.pyThis file is necessary for using gcloud AI Platform with TPU. See https://cloud.google.com/ai-platform/training/docs/using-tpustext/x-python-scriptdataset_info.jsonapplication/jsonimage-encoded.image.jsonapplication/jsonimage_classification_builder-test.tfrecord-00000-of-00001application/octet-streamimage_classification_builder-train.tfrecord-00000-of-00002application/octet-streamimage_classification_builder-train.tfrecord-00001-of-00002application/octet-streamimage_classification_builder-validation.tfrecord-00000-of-00001application/octet-stream