import collections import json import os import datasets _DESCRIPTION='SkyScenes, a synthetic dataset of densely annotated aerial images captured from Unmanned Aerial Vehicle (UAV) perspectives. SkyScenes is curated from CARLA to comprehensively capture diversity across layout (urban and rural maps), weather conditions, times of day, pitch angles and altitudes with corresponding semantic, instance and depth annotations.' _HOMEPAGE = "skyscenes.github.io" _LICENSE = "MIT" # _CITATION = """\ # @misc{ buildings-instance-Segmentmentation_dataset, # title = { Buildings Instance Segmentmentation Dataset }, # type = { Open Source Dataset }, # author = { Roboflow Universe Projects }, # howpublished = { \\url{ https://universe.roboflow.com/roboflow-universe-projects/buildings-instance-Segmentmentation } }, # url = { https://universe.roboflow.com/roboflow-universe-projects/buildings-instance-Segmentmentation }, # journal = { Roboflow Universe }, # publisher = { Roboflow }, # year = { 2023 }, # month = { jan }, # note = { visited on 2023-01-18 }, # } # """ _CATEGORIES = ["unlabeled", "building", "fence", "other", "pedestrian", "pole", "roadline", "road", "sidewalk", "vegetation", "vehicles", "wall", "trafficsign", "sky", "ground", "bridge", "railtrack", "guardrail", "trafficlight", "static", "dynamic", "water", "terrain"] class SKYSCENESConfig(datasets.BuilderConfig): """Builder Config for SkyScenes""" def __init__(self, data_urls, **kwargs): """ BuilderConfig for SkyScenes. Args: data_urls: `dict`, name to url to download the zip file from. **kwargs: keyword arguments forwarded to super. """ super(SKYSCENESConfig, self).__init__(version=datasets.Version("1.0.0"), **kwargs) self.data_urls = data_urls # self.metadata_url = metadata_url class SKYSCENES(datasets.GeneratorBasedBuilder): """satellite-building-Segmentmentation instance Segmentmentation dataset""" VERSION = datasets.Version("1.0.0") BUILDER_CONFIGS = [ SKYSCENESConfig( name="full images", description="Images of full dataset", data_urls={ 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"images":["https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town10HD/Town10HD.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town10HD/Town10HD.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town10HD/Town10HD.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town10HD/Town10HD.tar.gz", ] } ), SKYSCENESConfig( name="P_0 semseg", description="Semseg maps for all variations of Pitch=0", data_urls={ "images":["https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town10HD/Town10HD.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_0/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_0/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_0/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_0/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_0/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_0/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_0/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_0/ClearNoon/Town10HD/Town10HD.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_0/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_0/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_0/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_0/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_0/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_0/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_0/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_0/ClearNoon/Town10HD/Town10HD.tar.gz", ] } ), SKYSCENESConfig( name="P_45 semseg", description="Semseg maps for all variations of Pitch=45", data_urls={ "images":["https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town10HD/Town10HD.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_45/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_45/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_45/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_45/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_45/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_45/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_45/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_45/ClearNoon/Town10HD/Town10HD.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_45/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_45/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_45/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_45/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_45/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_45/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_45/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_45/ClearNoon/Town10HD/Town10HD.tar.gz", ] } ), SKYSCENESConfig( name="P_60 semseg", description="Semseg maps for all variations of Pitch=60", data_urls={ "images":["https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town10HD/Town10HD.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_60/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_60/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_60/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_60/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_60/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_60/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_60/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_60/ClearNoon/Town10HD/Town10HD.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town10HD/Town10HD.tar.gz", ] } ), SKYSCENESConfig( name="P_90 semseg", description="Semseg maps for all variations of Pitch=90", data_urls={ "images":["https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town10HD/Town10HD.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_90/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_90/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_90/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_90/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_90/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_90/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_90/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_90/ClearNoon/Town10HD/Town10HD.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town10HD/Town10HD.tar.gz", ] } ), SKYSCENESConfig( name="H_15_P_0 semseg", description="Semseg maps for all variations of Height = 15m and Pitch=0", data_urls={ "images":["https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_0/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_0/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_0/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_0/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_0/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_0/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_0/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_0/ClearNoon/Town10HD/Town10HD.tar.gz", ] } ), SKYSCENESConfig( name="H_15_P_45 semseg", description="Semseg maps for all variations of Height = 15m and Pitch=45", data_urls={ "images":["https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_45/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_45/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_45/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_45/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_45/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_45/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_45/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_45/ClearNoon/Town10HD/Town10HD.tar.gz", ] } ), SKYSCENESConfig( name="H_15_P_60 semseg", description="Semseg maps for all variations of Height = 15m and Pitch=60", data_urls={ "images":["https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_60/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_60/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_60/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_60/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_60/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_60/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_60/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_60/ClearNoon/Town10HD/Town10HD.tar.gz",] } ), SKYSCENESConfig( name="H_15_P_90 semseg", description="Semseg maps for all variations of Height = 15m and Pitch=90", data_urls={ "images":["https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_90/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_90/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_90/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_90/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_90/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_90/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_90/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_15_P_90/ClearNoon/Town10HD/Town10HD.tar.gz",] } ), SKYSCENESConfig( name="H_35_P_0 semseg", description="Semseg maps for all variations of Height = 35m and Pitch=0", data_urls={ "images":["https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_0/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_0/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_0/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_0/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_0/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_0/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_0/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_0/ClearNoon/Town10HD/Town10HD.tar.gz",] } ), SKYSCENESConfig( name="H_35_P_45 semseg", description="Semseg maps for all variations of Height = 35m and Pitch=45", data_urls={ "images":["https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_45/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_45/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_45/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_45/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_45/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_45/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_45/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_45/ClearNoon/Town10HD/Town10HD.tar.gz",] } ), SKYSCENESConfig( name="H_35_P_60 semseg", description="Semseg maps for all variations of Height = 35m and Pitch=60", data_urls={ "images":["https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town10HD/Town10HD.tar.gz", ], } ), SKYSCENESConfig( name="H_35_P_90 semseg", description="Semseg maps for all variations of Height = 35m and Pitch=90", data_urls={ "images":["https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town10HD/Town10HD.tar.gz",] } ), SKYSCENESConfig( name="H_60_P_0 semseg", description="Semseg maps for all variations of Height = 60m and Pitch=0", data_urls={ "images":["https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town10HD/Town10HD.tar.gz",] } ), SKYSCENESConfig( name="H_60_P_45 semseg", description="Semseg maps for all variations of Height = 60m and Pitch=45", data_urls={ 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semseg", description="Semseg maps for all variations of Height = 60m and Pitch=60", data_urls={ "images":["https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town10HD/Town10HD.tar.gz",] } ), SKYSCENESConfig( name="H_60_P_90 semseg", description="Semseg maps for all variations of Height = 60m and Pitch=90", data_urls={ 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"https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town07/Town07.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town07/Town07.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town07/Town07.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town07/Town07.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town07/Town07.tar.gz", ], } ), SKYSCENESConfig( name="Urban semseg", description="All semseg maps for urban town variations", data_urls={ 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"https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_60/ClearNoon/Town10HD/Town10HD.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_35_P_90/ClearNoon/Town10HD/Town10HD.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_0/ClearNoon/Town10HD/Town10HD.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_45/ClearNoon/Town10HD/Town10HD.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_60/ClearNoon/Town10HD/Town10HD.tar.gz", "https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Segment/H_60_P_90/ClearNoon/Town10HD/Town10HD.tar.gz", ], } ), SKYSCENESConfig( name="H_35_P_45 instance", description="Instance seg maps for all variations of Height = 35m and Pitch=45", data_urls={ "images":["https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Instance/H_35_P_45/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Instance/H_35_P_45/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Instance/H_35_P_45/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Instance/H_35_P_45/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Instance/H_35_P_45/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Instance/H_35_P_45/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Instance/H_35_P_45/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Instance/H_35_P_45/ClearNoon/Town10HD/Town10HD.tar.gz", ], } ), SKYSCENESConfig( name="H_35_P_45 depth", description="Depth maps for all variations of Height = 35m and Pitch=45", data_urls={ "images":["https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Depth/H_35_P_45/ClearNoon/Town01/Town01.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Depth/H_35_P_45/ClearNoon/Town02/Town02.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Depth/H_35_P_45/ClearNoon/Town03/Town03.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Depth/H_35_P_45/ClearNoon/Town04/Town04.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Depth/H_35_P_45/ClearNoon/Town05/Town05.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Depth/H_35_P_45/ClearNoon/Town06/Town06.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Depth/H_35_P_45/ClearNoon/Town07/Town07.tar.gz","https://huggingface.co/datasets/hoffman-lab/SkyScenes/resolve/main/Depth/H_35_P_45/ClearNoon/Town10HD/Town10HD.tar.gz", ], } ), ] def _info(self): features = datasets.Features( { "image": datasets.Image(), } ) return datasets.DatasetInfo( description=_DESCRIPTION, homepage=_HOMEPAGE, license=_LICENSE, ) def _split_generators(self, dl_manager): data_files = [] final_kwargs = {} # print(len(self.config.data_urls) for key,_ in self.config.data_urls.items(): down = dl_manager.download_and_extract(self.config.data_urls[key]) data_files.append(down) final_kwargs[key] = down return [ datasets.SplitGenerator( name=datasets.Split.TRAIN, gen_kwargs=final_kwargs, ), ] def _generate_examples(self, images=None): """Generate images and labels for splits.""" for j in range(len(images)): dict_final = {} filepath_img = os.listdir(images[j]) for i in range(len(os.listdir(images[j]))): with open(os.path.join(images[j], filepath_img[i]), "rb") as f: image_bytes = f.read() dict_final["files"] = {"path":filepath_img[i],"bytes":image_bytes} yield filepath_img[i], dict_final