File size: 1,112 Bytes
0e8a20f |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 |
import json
import datasets
_URL="https://huggingface.co/datasets/aadhiya/image-upoload/resolve/main/images.tar.gz"
class Builddata(datasets.GeneratorBasedBuilder):
def _info(self):
return datasets.DatasetInfo(
description=_DESCRIPTION,
features=datasets.Features(
{
"text":datasets.Value("string"),
"image":datasets.Image(),
}
),
supervised_keys=None
)
def _split_generators(self,dl_manager):
path=dl_manager.download(_URL)
image_iters=dl_manager.iter_archive(path)
return [
datasets.SplitGenerator(
name=datasets.Split.TRAIN,
gen_kwargs={
"images":image_iters
}
),
]
def _generate_examples(self,images):
idx=0
for filepath,image in images:
yield idx,{
"image":{"path":filepath,"bytes":image.read()},
"text":descriptions[idx]
}
idx+=1
|