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imagedemo.py
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# coding=utf-8
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# Copyright 2020 The TensorFlow Datasets Authors and the HuggingFace Datasets Authors.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""SQUAD: The Stanford Question Answering Dataset."""
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import json
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import datasets
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from datasets.tasks import QuestionAnsweringExtractive
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logger = datasets.logging.get_logger(_name_)
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_CITATION = """\
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@article{2016arXiv160605250R,
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author = { {Rajpurkar}, Pranav and {Zhang}, Jian and {Lopyrev}, Konstantin and {Liang}, Percy},
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title = "{SQuAD: 100,000+ Questions for Machine Comprehension or Text}",
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journal = {arXiv e-prints},
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year = 2016,
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eid = {arXiv:1606.05250},
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pages = {arXiv:1606.05250},
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archivePrefix = {arXiv},
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eprint = {1606.05250},
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}
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"""
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_DESCRIPTION = """\
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Demo...
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"""
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_URL = "https://huggingface.co/datasets/Susmita1302/Text-to-Image/resolve/main/images%20(2).tar.gz?download=true"
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descriptions =["Birthday decoration for boy who like doraemon",
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"Birthday decoration for boy who like doraemon",
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"Birthday decoration for boy who like doraemon",
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"Birthday decoration for boy who like doraemon",
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"Birthday decoration for boy who like doraemon",
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"Birthday decoration for boy who like shinchan",
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"Birthday decoration for boy who like shinchan",
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"Birthday decoration for boy who like pikachu",
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"Birthday decoration for boy who like pikachu",
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"Birthday decoration for boy who like pikachu",
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"Birthday decoration for boy who like pikachu",
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"Birthday decoration for boy who like spiderman",
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"Birthday decoration for boy who like spiderman",
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"Birthday decoration for boy who like spiderman",
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"Birthday decoration for boy who like spiderman",
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"Birthday decoration for boy who like iornman",
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"Birthday decoration for boy who like iornman",
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"Birthday decoration for boy who like iornman",
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"Birthday decoration for boy who like iornman",
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"Birthday decoration for boy who like thor",
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"Birthday decoration for boy who like thor",
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"Birthday decoration for boy who like thor",
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"Birthday decoration for boy who like captain america",
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"Birthday decoration for boy who like captain america",
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"Birthday decoration for boy who like captain america",
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"Birthday decoration for boy who like captain america",
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"Birthday decoration for boy who like cricket",
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"Birthday decoration for boy who like football",
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"Birthday decoration for boy who like football",
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"Birthday decoration for boy who like football",
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"Birthday decoration for boy who like football",
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"Birthday decoration for boy who like space",
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"Birthday decoration for boy who like space",
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"Birthday decoration for boy who like space",
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"Birthday decoration for boy who like space",
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"Birthday decoration for boy who like pirates",
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"Birthday decoration for boy who like pirates",
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"Birthday decoration for boy who like pirates",
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"Birthday decoration for boy who like pirates",
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"Birthday decoration for boy who like dinosaur",
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"Birthday decoration for boy who like dinosaur",
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"Birthday decoration for boy who like dinosaur",
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"Birthday decoration for boy who like dinosaur",
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"Birthday decoration for boy who like construction",
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"Birthday decoration for boy who like construction",
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"Birthday decoration for boy who like construction",
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"Birthday decoration for boy who like construction",
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"Birthday decoration for boy who like jungle",
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"Birthday decoration for boy who like jungle",
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"Birthday decoration for boy who like jungle",
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"Birthday decoration for boy who like jungle",
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"Birthday decoration for boy who like car",
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"Birthday decoration for boy who like car",
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"Birthday decoration for boy who like car",
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"Birthday decoration for boy who like video games",
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"Birthday decoration for boy who like video games",
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"Birthday decoration for boy who like video games",
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"Birthday decoration for boy who like robots",
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"Birthday decoration for boy who like robots",
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"Birthday decoration for boy who like robots",
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"Birthday decoration for girl who like barbie",
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"Birthday decoration for girl who like barbie",
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"Birthday decoration for girl who like princess",
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"Birthday decoration for girl who like princess",
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"Birthday decoration for girl who like unicorn",
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"Birthday decoration for girl who like unicorn",
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"Birthday decoration for girl who like unicorn",
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"Birthday decoration for girl who like unicorn",
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"Birthday decoration for girl who like mermaid",
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"Birthday decoration for girl who like mermaid",
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"Birthday decoration for girl who like mermaid",
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"Birthday decoration for girl who like mermaid",
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"Birthday decoration for girl who like butterfly",
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"Birthday decoration for girl who like butterfly",
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"Birthday decoration for girl who like butterfly",
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"Birthday decoration for girl who like butterfly",
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"Birthday decoration for girl who like kitty",
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"Birthday decoration for girl who like kitty",
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"Birthday decoration for girl who like kitty",
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"Birthday decoration for girl who like kitty",
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"Birthday decoration for girl who like fairy",
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"Birthday decoration for girl who like fairy",
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"Birthday decoration for girl who like fairy",
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"Birthday decoration for girl who like tea party",
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"Birthday decoration for girl who like tea party",
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"Birthday decoration for girl who like tea party",
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"Birthday decoration for girl who like candy",
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"Birthday decoration for girl who like candy",
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"Birthday decoration for girl who like candy",
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"Birthday decoration for girl who like doraemon",
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"Birthday decoration for girl who like doraemon",
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"Birthday decoration for girl who like doraemon",
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"Birthday decoration for girl who like doraemon",
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"Birthday decoration for girl who like chhota bheem",
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"Birthday decoration for girl who like chhota bheem",
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"Birthday decoration for girl who like chhota bheem",
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"Birthday decoration for boy who like chhota bheem",
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"Birthday decoration for boy who like chhota bheem",
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"Birthday decoration for boy who like chhota bheem",
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"Birthday decoration for boy who like motu patlu",
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"Birthday decoration for boy who like mickey mouse",
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"Birthday decoration for boy who like mickey mouse",
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"Birthday decoration for girl who like mickey mouse",
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"Birthday decoration for girl who like mickey mouse",
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"Birthday decoration for girl who like mickey mouse",
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"Birthday decoration for girl who like tom and jerry",
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"Birthday decoration for girl who like tom and jerry",
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"Birthday decoration for girl who like tom and jerry",
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"Birthday decoration for boy who like tom and jerry",
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"Birthday decoration for boy who like tom and jerry",
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"Birthday decoration for boy who like tom and jerry",
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"Birthday decoration for girl who like dora",
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"Birthday decoration for girl who like dora",
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"Birthday decoration for girl who like dora",
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"Birthday decoration for boy who like dora",
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"Birthday decoration for boy who like dora",
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"Birthday decoration for boy who like dora",
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"Birthday decoration for girl who like cocomelon",
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"Birthday decoration for girl who like cocomelon",
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"Birthday decoration for girl who like cocomelon",
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"Birthday decoration for boy who like cocomelon",
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"Birthday decoration for boy who like cocomelon",
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"Birthday decoration for boy who like cocomelon",
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"Birthday decoration for girl who like masha and the bear",
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"Birthday decoration for girl who like masha and the bear",
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"Birthday decoration for girl who like masha and the bear",
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"Birthday decoration for boy who like masha and the bear",
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"Birthday decoration for boy who like masha and the bear",
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"Birthday decoration for boy who like masha and the bear",
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"Birthday decoration for girl who like masha and the bear",
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"Birthday decoration for girl who like ben ten",
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"Birthday decoration for girl who like ben ten",
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"Birthday decoration for girl who like ben ten",
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"Birthday decoration for boy who like ben ten",
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"Birthday decoration for boy who like ben ten",
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"Birthday decoration for boy who like ben ten",
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"Birthday decoration for girl who like ben ten",
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"Birthday decoration for boy who like krishna",
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"Birthday decoration for girl who like krishna",
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"Birthday decoration for girl who like power puff",
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"Birthday decoration for girl who like power puff",
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"Birthday decoration for girl who like power puff",
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"Birthday decoration for girl who like power puff",
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"Birthday decoration for girl who like power puff",
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"Birthday decoration for boy who like power mr bean",
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"Birthday decoration for boy who like power mr bean",
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"Birthday decoration for boy who like power mr bean",
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"Decoration for new year",
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"Decoration for new year",
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"Decoration for new year",
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"Decoration for new year",
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"Decoration for new year",
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"Decoration for new year",
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"Decoration for lohri",
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"Decoration for lohri",
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"Decoration for lohri",
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"Decoration for lohri",
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"Decoration for makar sankranti",
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"Decoration for makar sankranti",
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"Decoration for makar sankranti",
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"Decoration for makar sankranti",
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"Decoration for pongal",
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"Decoration for pongal",
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"Decoration for pongal",
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"Decoration for pongal",
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"Decoration for republic day",
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"Decoration for republic day",
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"Decoration for republic day",
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"Decoration for mahashivratri",
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"Decoration for mahashivratri",
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"Decoration for mahashivratri",
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"Decoration for holi",
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"Decoration for holi",
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"Decoration for holi",
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"Decoration for holi",
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"Decoration for goodfriday",
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"Decoration for goodfriday",
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"Decoration for goodfriday",
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"Decoration for goodfriday",
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"Decoration for goodfriday",
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"Decoration for eid",
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"Decoration for eid",
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"Decoration for eid",
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"Decoration for eid",
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"Decoration for baisakhi",
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"Decoration for baisakhi",
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"Decoration for baisakhi",
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"Decoration for ramnavami",
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"Decoration for ramnavami",
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"Decoration for mahavirjayanti",
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"Decoration for independence day",
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"Decoration for independence day",
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"Decoration for independence day",
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"Decoration for janmashthami",
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"Decoration for janmashthami",
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"Decoration for janmashthami",
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"Decoration for ganesh chaturthi",
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"Decoration for ganesh chaturthi",
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"Decoration for ganesh chaturthi",
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"Decoration for ganesh chaturthi",
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"Decoration for onam",
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"Decoration for onam",
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"Decoration for onam",
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"Decoration for dussehra",
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"Decoration for dussehra",
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"Decoration for dussehra",
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"Decoration for dussehra",
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"Decoration for dhanteras",
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"Decoration for dhanteras",
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"Decoration for dhanteras",
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"Decoration for diwali",
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"Decoration for diwali",
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"Decoration for diwali",
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"Decoration for diwali",
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"Decoration for diwali",
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| 262 |
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"Decoration for durga puja",
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"Decoration for durga puja",
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"Decoration for durga puja",
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"Decoration for durga puja",
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"Decoration for durga puja",
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"Decoration for lakshmipujan",
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"Decoration for lakshmipujan",
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"Decoration for lakshmipujan",
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"Decoration for lakshmipujan",
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| 271 |
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"Decoration for lakshmipujan",
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| 272 |
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"Decoration for halloween",
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"Decoration for halloween",
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"Decoration for halloween",
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"Decoration for halloween",
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"Decoration for halloween",
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"Decoration for halloween",
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"Decoration for halloween",
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| 279 |
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"Decoration for chhath puja",
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"Decoration for chhath puja",
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| 281 |
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"Decoration for christmas",
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| 282 |
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"Decoration for christmas",
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"Decoration for christmas",
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"Decoration for christmas",
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"Decoration for easter day",
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"Decoration for easter day",
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"Decoration for easter day",
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"Decoration for easter day",
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"Decoration for thanks giving party",
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"Decoration for thanks giving party",
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"Decoration for thanks giving party",
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"Decoration for thanks giving party",
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"Decoration for office party",
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"Decoration for gettogether party",
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"Decoration for gettogether party",
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"Decoration for gettogether party",
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"Decoration for farewell day",
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"Decoration for farewell day",
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"Decoration for farewell day",
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"Decoration for welcome party",
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"Decoration for welcome party",
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"Decoration for welcome party",
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"Decoration for welcome party",
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"Decoration for baby shower",
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"Decoration for baby shower",
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"Decoration for baby shower",
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"Decoration for baby shower",
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"Decoration for ball party",
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"Decoration for ball party",
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"Decoration for ball party",
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"Decoration for ball party",
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"Decoration for banquet party",
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"Decoration for banquet party",
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"Decoration for banquet party",
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"Decoration for banquet party",
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"Decoration for camping party",
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"Decoration for camping party",
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"Decoration for camping party",
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"Decoration for camping party",
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"Decoration for casino party",
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"Decoration for casino party",
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"Decoration for casino party",
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"Decoration for Bollywood day",
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"Decoration for Bollywood day",
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"Decoration for Bollywood day",
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"Decoration for Bollywood day",
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"Decoration for fun fiesta day",
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"Decoration for fun fiesta day",
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"Decoration for traditinal day",
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"Decoration for traditinal day",
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"Decoration for annual day",
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"Decoration for annual day",
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"Decoration for rose day",
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"Decoration for rose day",
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"Decoration for rose day",
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"Decoration for propose day",
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"Decoration for propose day",
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"Decoration for propose day",
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"Decoration for valentines day",
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"Decoration for valentines day",
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"Decoration for valentines day",
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"Decoration for games party",
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"Decoration for games party",
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"Decoration for games party",
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"Decoration for hollywood party",
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"Decoration for hollywood party",
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"Decoration for hollywood party",
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| 348 |
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"Decoration for horror party",
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"Decoration for horror party",
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"Decoration for horror party",
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| 351 |
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"Decoration for horror party",
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| 352 |
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"Decoration for housewarming",
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"Decoration for housewarming",
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"Decoration for housewarming",
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"Decoration for housewarming",
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| 356 |
-
"Decoration for outdoor party",
|
| 357 |
-
"Decoration for outdoor party",
|
| 358 |
-
"Decoration for outdoor party",
|
| 359 |
-
"Decoration for retro party",
|
| 360 |
-
"Decoration for retro party",
|
| 361 |
-
"Decoration for retro party",
|
| 362 |
-
"Decoration for retro party",
|
| 363 |
-
"Decoration for uv party",
|
| 364 |
-
"Decoration for uv party",
|
| 365 |
-
"Decoration for uv party",
|
| 366 |
-
"Decoration for Punjabi wedding",
|
| 367 |
-
"Decoration for Punjabi wedding",
|
| 368 |
-
"Decoration for Punjabi wedding",
|
| 369 |
-
"Decoration for maharashtrian wedding",
|
| 370 |
-
"Decoration for maharashtrian wedding",
|
| 371 |
-
"Decoration for maharashtrian wedding",
|
| 372 |
-
"Decoration for gujrati wedding",
|
| 373 |
-
"Decoration for gujrati wedding",
|
| 374 |
-
"Decoration for gujrati wedding",
|
| 375 |
-
"Decoration for bengoli wedding",
|
| 376 |
-
"Decoration for bengoli wedding",
|
| 377 |
-
"Decoration for rajsthani wedding",
|
| 378 |
-
"Decoration for rajsthani wedding",
|
| 379 |
-
"Decoration for rajsthani wedding",
|
| 380 |
-
"Decoration for south indian wedding",
|
| 381 |
-
"Decoration for south indian wedding",
|
| 382 |
-
"Decoration for south indian wedding",
|
| 383 |
-
"Decoration for christian wedding",
|
| 384 |
-
"Decoration for christian wedding",
|
| 385 |
-
"Decoration for christian wedding",
|
| 386 |
-
"Decoration for haldi",
|
| 387 |
-
"Decoration for haldi",
|
| 388 |
-
"Decoration for haldi",
|
| 389 |
-
"Decoration for haldi",
|
| 390 |
-
"Decoration for haldi",
|
| 391 |
-
"Decoration for mehndi",
|
| 392 |
-
"Decoration for mehndi",
|
| 393 |
-
"Decoration for mehndi",
|
| 394 |
-
"Decoration for mehndi",
|
| 395 |
-
"Decoration for sangeet",
|
| 396 |
-
"Decoration for sangeet",
|
| 397 |
-
"Decoration for sangeet",
|
| 398 |
-
"Decoration for reception",
|
| 399 |
-
"Decoration for reception",
|
| 400 |
-
"Decoration for reception",
|
| 401 |
-
"Decoration for reception",
|
| 402 |
-
"Decoration for ring ceremony",
|
| 403 |
-
"Decoration for ring ceremony",
|
| 404 |
-
"Decoration for ring ceremony",
|
| 405 |
-
"Decoration for ring ceremony",
|
| 406 |
-
"Decoration for ring ceremony",
|
| 407 |
-
"Decoration for naming ceremony",
|
| 408 |
-
"Decoration for naming ceremony",
|
| 409 |
-
"Decoration for naming ceremony",
|
| 410 |
-
]
|
| 411 |
-
|
| 412 |
-
class imagedemo(datasets.GeneratorBasedBuilder):
|
| 413 |
-
"""SQUAD: The Stanford Questions Answering Dataset. Version 1.1."""
|
| 414 |
-
|
| 415 |
-
|
| 416 |
-
|
| 417 |
-
def _info(self):
|
| 418 |
-
return datasets.DatasetInfo(
|
| 419 |
-
description=_DESCRIPTION,
|
| 420 |
-
features=datasets.Features(
|
| 421 |
-
{
|
| 422 |
-
"sub": datasets.Value("string"),
|
| 423 |
-
"image": datasets.Image(),
|
| 424 |
-
|
| 425 |
-
|
| 426 |
-
}
|
| 427 |
-
),
|
| 428 |
-
# No default supervised_keys (as we have to pass both questions and context as input).
|
| 429 |
-
|
| 430 |
-
supervised_keys=None,
|
| 431 |
-
homepage="https://huggingface.co/datasets/jamescalam/image-text-demo/",
|
| 432 |
-
citation=_CITATION,
|
| 433 |
-
task_templates=[
|
| 434 |
-
QuestionAnsweringExtractive(
|
| 435 |
-
question_column="question", context_column="context", answers_column="answers"
|
| 436 |
-
)
|
| 437 |
-
],
|
| 438 |
-
)
|
| 439 |
-
|
| 440 |
-
def _split_generators(self, dl_manager):
|
| 441 |
-
path = dl_manager.download_and_extract(_URL)
|
| 442 |
-
image_iters = dl_manager.iter_archive(path)
|
| 443 |
-
|
| 444 |
-
|
| 445 |
-
return [
|
| 446 |
-
datasets.SplitGenerator(
|
| 447 |
-
name=datasets.Split.TRAIN,
|
| 448 |
-
gen_kwargs={
|
| 449 |
-
"images": image_iters
|
| 450 |
-
}
|
| 451 |
-
),
|
| 452 |
-
|
| 453 |
-
]
|
| 454 |
-
|
| 455 |
-
def _generate_examples(self, images):
|
| 456 |
-
"""This function returns the examples in the raw (text) form."""
|
| 457 |
-
idx = 0
|
| 458 |
-
# Iterate through images
|
| 459 |
-
for filepath, image in images:
|
| 460 |
-
yield idx, {
|
| 461 |
-
"image": {"path": filepath, "bytes": image.read()},
|
| 462 |
-
'text': descriptions[idx]
|
| 463 |
-
}
|
| 464 |
-
idx += 1
|
| 465 |
-
|
| 466 |
-
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