image-demo.py

# coding=utf-8
# Copyright 2020 The TensorFlow Datasets Authors and the HuggingFace Datasets Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

# Lint as: python3

"""SQUAD: The Stanford Question Answering Dataset."""


import json
import datasets
from datasets.tasks import QuestionAnsweringExtractive

logger = datasets.logging.get_logger(_name_)


_CITATION = """\
@article{2016arXiv160605250R,
        author = { {Rajpurkar}, Pranav and {Zhang}, Jian and {Lopyrev},
                 Konstantin and {Liang}, Percy},
        title = "{SQuAD: 100,000+ Questions for Machine Comprehension or Text}",
        journal = {arXiv e-prints}, 
        year = 2016,
        eid = {arXiv:1606.05250},
        pages = {arXiv:1606.05250},
    archivePrefix = {arXiv},
        eprint = {1606.05250},
}
"""

_DESCRIPTION = """\

"""

_URL = "https://huggingface.co/datasets/Susmita1302/Text-to-Image/resolve/main/images%20(2)%20(1).tar.gz?download=true"




descriptions =["Birthday decoration for boy who like doraemon",
"Birthday decoration for boy who like doraemon",
"Birthday decoration for boy who like doraemon",
"Birthday decoration for boy who like doraemon",
"Birthday decoration for boy who like doraemon",
"Birthday decoration for boy who like shinchan",
"Birthday decoration for boy who like shinchan",
"Birthday decoration for boy who like pikachu",
"Birthday decoration for boy who like pikachu",
"Birthday decoration for boy who like pikachu",
"Birthday decoration for boy who like pikachu",
"Birthday decoration for boy who like spiderman",
"Birthday decoration for boy who like spiderman",
"Birthday decoration for boy who like spiderman",
"Birthday decoration for boy who like spiderman",
"Birthday decoration for boy who like iornman",
"Birthday decoration for boy who like iornman",
"Birthday decoration for boy who like iornman",
"Birthday decoration for boy who like iornman",
"Birthday decoration for boy who like thor",
"Birthday decoration for boy who like thor",
"Birthday decoration for boy who like thor",
"Birthday decoration for boy who like captain america",
"Birthday decoration for boy who like captain america",
"Birthday decoration for boy who like captain america",
"Birthday decoration for boy who like captain america",
"Birthday decoration for boy who like cricket",
"Birthday decoration for boy who like football",
"Birthday decoration for boy who like football",
"Birthday decoration for boy who like football",
"Birthday decoration for boy who like football",
"Birthday decoration for boy who like space",
"Birthday decoration for boy who like space",
"Birthday decoration for boy who like space",
"Birthday decoration for boy who like space",
"Birthday decoration for boy who like pirates",
"Birthday decoration for boy who like pirates",
"Birthday decoration for boy who like pirates",
"Birthday decoration for boy who like pirates",
"Birthday decoration for boy who like dinosaur",
"Birthday decoration for boy who like dinosaur",
"Birthday decoration for boy who like dinosaur",
"Birthday decoration for boy who like dinosaur",
"Birthday decoration for boy who like construction",
"Birthday decoration for boy who like construction",
"Birthday decoration for boy who like construction",
"Birthday decoration for boy who like construction",
"Birthday decoration for boy who like jungle",
"Birthday decoration for boy who like jungle",
"Birthday decoration for boy who like jungle",
"Birthday decoration for boy who like jungle",
"Birthday decoration for boy who like car",
"Birthday decoration for boy who like car",
"Birthday decoration for boy who like car",
"Birthday decoration for boy who like video games",
"Birthday decoration for boy who like video games",
"Birthday decoration for boy who like video games",
"Birthday decoration for boy who like robots",
"Birthday decoration for boy who like robots",
"Birthday decoration for boy who like robots",
"Birthday decoration for girl who like barbie",
"Birthday decoration for girl who like barbie",
"Birthday decoration for girl who like princess",
"Birthday decoration for girl who like princess",
"Birthday decoration for girl who like unicorn",
"Birthday decoration for girl who like unicorn",
"Birthday decoration for girl who like unicorn",
"Birthday decoration for girl who like unicorn",
"Birthday decoration for girl who like mermaid",
"Birthday decoration for girl who like mermaid",
"Birthday decoration for girl who like mermaid",
"Birthday decoration for girl who like mermaid",
"Birthday decoration for girl who like butterfly",
"Birthday decoration for girl who like butterfly",
"Birthday decoration for girl who like butterfly",
"Birthday decoration for girl who like butterfly",
"Birthday decoration for girl who like kitty",
"Birthday decoration for girl who like kitty",
"Birthday decoration for girl who like kitty",
"Birthday decoration for girl who like kitty",
"Birthday decoration for girl who like fairy",
"Birthday decoration for girl who like fairy",
"Birthday decoration for girl who like fairy",
"Birthday decoration for girl who like tea party",
"Birthday decoration for girl who like tea party",
"Birthday decoration for girl who like tea party",
"Birthday decoration for girl who like candy",
"Birthday decoration for girl who like candy",
"Birthday decoration for girl who like candy",
"Birthday decoration for girl who like doraemon",
"Birthday decoration for girl who like doraemon",
"Birthday decoration for girl who like doraemon",
"Birthday decoration for girl who like doraemon",
"Birthday decoration for girl who like chhota bheem",
"Birthday decoration for girl who like chhota bheem",
"Birthday decoration for girl who like chhota bheem",
"Birthday decoration for boy who like chhota bheem",
"Birthday decoration for boy who like chhota bheem",
"Birthday decoration for boy who like chhota bheem",
"Birthday decoration for boy who like motu patlu",
"Birthday decoration for boy who like mickey mouse",
"Birthday decoration for boy who like mickey mouse",
"Birthday decoration for girl who like mickey mouse",
"Birthday decoration for girl who like mickey mouse",
"Birthday decoration for girl who like mickey mouse",
"Birthday decoration for girl who like tom and jerry",
"Birthday decoration for girl who like tom and jerry",
"Birthday decoration for girl who like tom and jerry",
"Birthday decoration for boy who like tom and jerry",
"Birthday decoration for boy who like tom and jerry",
"Birthday decoration for boy who like tom and jerry",
"Birthday decoration for girl who like dora",
"Birthday decoration for girl who like dora",
"Birthday decoration for girl who like dora",
"Birthday decoration for boy who like dora",
"Birthday decoration for boy who like dora",
"Birthday decoration for boy who like dora",
"Birthday decoration for girl who like cocomelon",
"Birthday decoration for girl who like cocomelon",
"Birthday decoration for girl who like cocomelon",
"Birthday decoration for boy who like cocomelon",
"Birthday decoration for boy who like cocomelon",
"Birthday decoration for boy who like cocomelon",
"Birthday decoration for girl who like masha and the bear",
"Birthday decoration for girl who like masha and the bear",
"Birthday decoration for girl who like masha and the bear",
"Birthday decoration for boy who like masha and the bear",
"Birthday decoration for boy who like masha and the bear",
"Birthday decoration for boy who like masha and the bear",
"Birthday decoration for girl who like masha and the bear",
"Birthday decoration for girl who like ben ten",
"Birthday decoration for girl who like ben ten",
"Birthday decoration for girl who like ben ten",
"Birthday decoration for boy who like ben ten",
"Birthday decoration for boy who like ben ten",
"Birthday decoration for boy who like ben ten",
"Birthday decoration for girl who like ben ten",
"Birthday decoration for boy who like krishna",
"Birthday decoration for girl who like krishna",
"Birthday decoration for girl who like power puff",
"Birthday decoration for girl who like power puff",
"Birthday decoration for girl who like power puff",
"Birthday decoration for girl who like power puff",
"Birthday decoration for girl who like power puff",
"Birthday decoration for boy who like power mr bean",
"Birthday decoration for boy who like power mr bean",
"Birthday decoration for boy who like power mr bean",
"Decoration for new year",
"Decoration for new year",
"Decoration for new year",
"Decoration for new year",
"Decoration for new year",
"Decoration for new year",
"Decoration for lohri",
"Decoration for lohri",
"Decoration for lohri",
"Decoration for lohri",
"Decoration for makar sankranti",
"Decoration for makar sankranti",
"Decoration for makar sankranti",
"Decoration for makar sankranti",
"Decoration for pongal",
"Decoration for pongal",
"Decoration for pongal",
"Decoration for pongal",
"Decoration for republic day",
"Decoration for republic day",
"Decoration for republic day",
"Decoration for mahashivratri",
"Decoration for mahashivratri",
"Decoration for mahashivratri",
"Decoration for holi",
"Decoration for holi",
"Decoration for holi",
"Decoration for holi",
"Decoration for goodfriday",
"Decoration for goodfriday",
"Decoration for goodfriday",
"Decoration for goodfriday",
"Decoration for goodfriday",
"Decoration for eid",
"Decoration for eid",
"Decoration for eid",
"Decoration for eid",
"Decoration for baisakhi",
"Decoration for baisakhi",
"Decoration for baisakhi",
"Decoration for ramnavami",
"Decoration for ramnavami",
"Decoration for mahavirjayanti",
"Decoration for independence day",
"Decoration for independence day",
"Decoration for independence day",
"Decoration for janmashthami",
"Decoration for janmashthami",
"Decoration for janmashthami",
"Decoration for ganesh chaturthi",
"Decoration for ganesh chaturthi",
"Decoration for ganesh chaturthi",
"Decoration for ganesh chaturthi",
"Decoration for onam",
"Decoration for onam",
"Decoration for onam",
"Decoration for dussehra",
"Decoration for dussehra",
"Decoration for dussehra",
"Decoration for dussehra",
"Decoration for dhanteras",
"Decoration for dhanteras",
"Decoration for dhanteras",
"Decoration for diwali",
"Decoration for diwali",
"Decoration for diwali",
"Decoration for diwali",
"Decoration for diwali",
"Decoration for durga puja",
"Decoration for durga puja",
"Decoration for durga puja",
"Decoration for durga puja",
"Decoration for durga puja",
"Decoration for lakshmipujan",
"Decoration for lakshmipujan",
"Decoration for lakshmipujan",
"Decoration for lakshmipujan",
"Decoration for lakshmipujan",
"Decoration for halloween",
"Decoration for halloween",
"Decoration for halloween",
"Decoration for halloween",
"Decoration for halloween",
"Decoration for halloween",
"Decoration for halloween",
"Decoration for chhath puja",
"Decoration for chhath puja",
"Decoration for christmas",
"Decoration for christmas",
"Decoration for christmas",
"Decoration for christmas",
"Decoration for easter day",
"Decoration for easter day",
"Decoration for easter day",
"Decoration for easter day",
"Decoration for thanks giving party",
"Decoration for thanks giving party",
"Decoration for thanks giving party",
"Decoration for thanks giving party",
"Decoration for office party",
"Decoration for gettogether party",
"Decoration for gettogether party",
"Decoration for gettogether party",
"Decoration for farewell day",
"Decoration for farewell day",
"Decoration for farewell day",
"Decoration for welcome party",
"Decoration for welcome party",
"Decoration for welcome party",
"Decoration for welcome party",
"Decoration for baby shower",
"Decoration for baby shower",
"Decoration for baby shower",
"Decoration for baby shower",
"Decoration for ball party",
"Decoration for ball party",
"Decoration for ball party",
"Decoration for ball party",
"Decoration for banquet party",
"Decoration for banquet party",
"Decoration for banquet party",
"Decoration for banquet party",
"Decoration for camping party",
"Decoration for camping party",
"Decoration for camping party",
"Decoration for camping party",
"Decoration for casino party",
"Decoration for casino party",
"Decoration for casino party",
"Decoration for Bollywood day",
"Decoration for Bollywood day",
"Decoration for Bollywood day",
"Decoration for Bollywood day",
"Decoration for fun fiesta day",
"Decoration for fun fiesta day",
"Decoration for traditinal day",
"Decoration for traditinal day",
"Decoration for annual day",
"Decoration for annual day",
"Decoration for rose day",
"Decoration for rose day",
"Decoration for rose day",
"Decoration for propose day",
"Decoration for propose day",
"Decoration for propose day",
"Decoration for valentines day",
"Decoration for valentines day",
"Decoration for valentines day",
"Decoration for games party",
"Decoration for games party",
"Decoration for games party",
"Decoration for hollywood party",
"Decoration for hollywood party",
"Decoration for hollywood party",
"Decoration for horror party",
"Decoration for horror party",
"Decoration for horror party",
"Decoration for horror party",
"Decoration for housewarming",
"Decoration for housewarming",
"Decoration for housewarming",
"Decoration for housewarming",
"Decoration for outdoor party",
"Decoration for outdoor party",
"Decoration for outdoor party",
"Decoration for retro party",
"Decoration for retro party",
"Decoration for retro party",
"Decoration for retro party",
"Decoration for uv party",
"Decoration for uv party",
"Decoration for uv party",
"Decoration for Punjabi wedding",
"Decoration for Punjabi wedding",
"Decoration for Punjabi wedding",
"Decoration for maharashtrian wedding",
"Decoration for maharashtrian wedding",
"Decoration for maharashtrian wedding",
"Decoration for gujrati wedding",
"Decoration for gujrati wedding",
"Decoration for gujrati wedding",
"Decoration for bengoli wedding",
"Decoration for bengoli wedding",
"Decoration for rajsthani wedding",
"Decoration for rajsthani wedding",
"Decoration for rajsthani wedding",
"Decoration for south indian wedding",
"Decoration for south indian wedding",
"Decoration for south indian wedding",
"Decoration for christian wedding",
"Decoration for christian wedding",
"Decoration for christian wedding",
"Decoration for haldi",
"Decoration for haldi",
"Decoration for haldi",
"Decoration for haldi",
"Decoration for haldi",
"Decoration for mehndi",
"Decoration for mehndi",
"Decoration for mehndi",
"Decoration for mehndi",
"Decoration for sangeet",
"Decoration for sangeet",
"Decoration for sangeet",
"Decoration for reception",
"Decoration for reception",
"Decoration for reception",
"Decoration for reception",
"Decoration for ring ceremony",
"Decoration for ring ceremony",
"Decoration for ring ceremony",
"Decoration for ring ceremony",
"Decoration for ring ceremony",
"Decoration for naming ceremony",
"Decoration for naming ceremony",
"Decoration for naming ceremony",
]

class imagedemo(datasets.GeneratorBasedBuilder):
    """SQUAD: The Stanford Questions Answering Dataset. Version 1.1."""



    def _info(self):
        return datasets.DatasetInfo(
            description=_DESCRIPTION,
            features=datasets.Features(
                {
                    "sub": datasets.Value("string"),
                    "image": datasets.Image(),
                   
                   
                }
            ),
            # No default supervised_keys (as we have to pass both questions and context as input).
            
            supervised_keys=None,
            homepage="https://huggingface.co/datasets/Susmita1302/Text-to-Image",
            citation=_CITATION,
            task_templates=[
                QuestionAnsweringExtractive(
                    question_column="question", context_column="context", answers_column="answers"
                )
            ],
        )

    def _split_generators(self, dl_manager):
        path = dl_manager.download_and_extract(_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):
        """This function returns the examples in the raw (text) form."""
        idx = 0
        #iterate through images
        for filepath, image in images:
            yield idx, {
                "image": {"filepath": filepath, "image": image.read()},

            }
            idx +=1