Have a question? Connect with the community at the TensorFlow Forum Visit Forum


The PlantVillage dataset consists of 54303 healthy and unhealthy leaf images divided into 38 categories by species and disease.

Original paper URL: https://arxiv.org/abs/1511.08060 Dataset URL: https://data.mendeley.com/datasets/tywbtsjrjv/1

Split Examples
'train' 54,303
  • Features:
    '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),


  • Citation:
  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}