plant_village

• Deskripsi :

Dataset PlantVillage terdiri dari 54303 citra daun sehat dan tidak sehat yang terbagi dalam 38 kategori berdasarkan spesies dan penyakit.

URL kertas asli: https://arxiv.org/abs/1511.08060 URL Set data: https://data.mendeley.com/datasets/tywbtsjrjv/1

• Beranda : https://arxiv.org/abs/1511.08060

• Kode sumber : tfds.image_classification.PlantVillage

• Versi :

  • 1.0.2 (default): Tidak ada catatan rilis.

• Ukuran unduhan : 827.82 MiB

• Ukuran 815.37 MiB data : 815.37 MiB

• Cache otomatis ( dokumentasi ): Tidak

• Split :

• Fitur :

FeaturesDict({
    'image': Image(shape=(None, None, 3), dtype=tf.uint8),
    'image/filename': Text(shape=(), dtype=tf.string),
    'label': ClassLabel(shape=(), dtype=tf.int64, num_classes=38),
})

• Kunci yang diawasi (Lihat as_supervised doc ): ('image', 'label')

• Kutipan :

@article{DBLP:journals/corr/HughesS15,
  author    = {David P. Hughes and
               Marcel Salath{'{e} } },
  title     = {An open access repository of images on plant health to enable the
               development of mobile disease diagnostics through machine
               learning and crowdsourcing},
  journal   = {CoRR},
  volume    = {abs/1511.08060},
  year      = {2015},
  url       = {http://arxiv.org/abs/1511.08060},
  archivePrefix = {arXiv},
  eprint    = {1511.08060},
  timestamp = {Mon, 13 Aug 2018 16:48:21 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/HughesS15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

• Gambar ( tfds.show_examples ):

• Contoh ( tfds.as_dataframe ):