import collections import json import os import datasets _HOMEPAGE = "https://huggingface.co/datasets/aidystark/FOOTNET40k" _LICENSE = "CC BY 4.0" #_NAMES = ["Dressing Shoe", "Crocs", "Heels", "Sneakers", "Boot", "Sandals"] #_ANNOTATION_FILENAME = "_annotations.coco.json" class FOOT40KConfig(datasets.BuilderConfig): """Builder Config for FOOT40K""" def __init__(self, data_url, **kwargs):# metadata_url, **kwargs): """BuilderConfig for FOOT40K. Args: data_url: `string`, url to download the zip file from. metadata_url: **kwargs: keyword arguments forwarded to super. """ super(FOOT40KConfig, self).__init__(version=datasets.Version("1.0.0"), **kwargs) self.data_url = data_url #self.metadata_url = metadata_url class FOOT40K(datasets.GeneratorBasedBuilder): """FOOT40K Images dataset""" BUILDER_CONFIGS = [ FOOT40KConfig( name="shoe_all", description="Shoe Data.", data_url="https://huggingface.co/datasets/aidystark/FOOT40K/resolve/main/FOOT40k.tar.gz?download=true", #metadata_url = "https://huggingface.co/datasets/aidystark/FOOT40K/resolve/main/foot40k.json?download=true", ), ] def _info(self): return datasets.DatasetInfo( features=datasets.Features( { "image": datasets.Image(), #"Label": datasets.Value("string"), } ), homepage=_HOMEPAGE, license=_LICENSE, ) def _split_generators(self, dl_manager): #archive_path = dl_manager.download(self.config.data_url) #image_iters = dl_manager.iter_archive(archive_path) #metadata_path = dl_manager.download(self.config.metadata_url) return [ datasets.SplitGenerator( name=datasets.Split.TRAIN, gen_kwargs={ "images": dl_manager.iter_archive(dl_manager.download(self.config.data_url)), #"images": image_iters,#"metadata_path": metadata_path, }, ), ] def _generate_examples(self, images ): #, metadata_path): for file_path, file_obj in images: yield file_path, { "image": {"path": file_path, "bytes": file_obj.read()}, #"solution": Path(file_path).name.split('.')[0], } #idx = 0 #with open(metadata_path, "r") as f: # filename_to_label = json.load(f) #labels = [item["Label"] for item in filename_to_label] #for filepath, image in images: # yield idx, { # "image": {"path": filepath, "bytes": image.read()}, # #"label": labels[idx], # } # idx += 1