from datasets import Features, Image, Value, Dataset, load_dataset
ds  = load_dataset("D:\\code\\test", "nature", split="train")
ds = ds.cast(Features({
  "image": Image(decode=False),
  "prompt": Value("string"),
  "idx":    Value("int64")
}))
ds.to_parquet("nature/train.parquet")