- 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 :
Membagi | Contoh |
---|---|
'train' | 54.303 |
- 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 ):