Upload image-demo.py
Browse files- image-demo.py +468 -0
image-demo.py
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| 1 |
+
# coding=utf-8
|
| 2 |
+
# Copyright 2020 The TensorFlow Datasets Authors and the HuggingFace Datasets Authors.
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| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
|
| 16 |
+
# Lint as: python3
|
| 17 |
+
|
| 18 |
+
"""SQUAD: The Stanford Question Answering Dataset."""
|
| 19 |
+
|
| 20 |
+
|
| 21 |
+
import json
|
| 22 |
+
import datasets
|
| 23 |
+
from datasets.tasks import QuestionAnsweringExtractive
|
| 24 |
+
|
| 25 |
+
logger = datasets.logging.get_logger(_name_)
|
| 26 |
+
|
| 27 |
+
|
| 28 |
+
_CITATION = """\
|
| 29 |
+
@article{2016arXiv160605250R,
|
| 30 |
+
author = { {Rajpurkar}, Pranav and {Zhang}, Jian and {Lopyrev},
|
| 31 |
+
Konstantin and {Liang}, Percy},
|
| 32 |
+
title = "{SQuAD: 100,000+ Questions for Machine Comprehension or Text}",
|
| 33 |
+
journal = {arXiv e-prints},
|
| 34 |
+
year = 2016,
|
| 35 |
+
eid = {arXiv:1606.05250},
|
| 36 |
+
pages = {arXiv:1606.05250},
|
| 37 |
+
archivePrefix = {arXiv},
|
| 38 |
+
eprint = {1606.05250},
|
| 39 |
+
}
|
| 40 |
+
"""
|
| 41 |
+
|
| 42 |
+
_DESCRIPTION = """\
|
| 43 |
+
|
| 44 |
+
"""
|
| 45 |
+
|
| 46 |
+
_URL = "https://huggingface.co/datasets/Susmita1302/Text-to-Image/resolve/main/images%20(2)%20(1).tar.gz?download=true"
|
| 47 |
+
|
| 48 |
+
|
| 49 |
+
|
| 50 |
+
|
| 51 |
+
descriptions =["Birthday decoration for boy who like doraemon",
|
| 52 |
+
"Birthday decoration for boy who like doraemon",
|
| 53 |
+
"Birthday decoration for boy who like doraemon",
|
| 54 |
+
"Birthday decoration for boy who like doraemon",
|
| 55 |
+
"Birthday decoration for boy who like doraemon",
|
| 56 |
+
"Birthday decoration for boy who like shinchan",
|
| 57 |
+
"Birthday decoration for boy who like shinchan",
|
| 58 |
+
"Birthday decoration for boy who like pikachu",
|
| 59 |
+
"Birthday decoration for boy who like pikachu",
|
| 60 |
+
"Birthday decoration for boy who like pikachu",
|
| 61 |
+
"Birthday decoration for boy who like pikachu",
|
| 62 |
+
"Birthday decoration for boy who like spiderman",
|
| 63 |
+
"Birthday decoration for boy who like spiderman",
|
| 64 |
+
"Birthday decoration for boy who like spiderman",
|
| 65 |
+
"Birthday decoration for boy who like spiderman",
|
| 66 |
+
"Birthday decoration for boy who like iornman",
|
| 67 |
+
"Birthday decoration for boy who like iornman",
|
| 68 |
+
"Birthday decoration for boy who like iornman",
|
| 69 |
+
"Birthday decoration for boy who like iornman",
|
| 70 |
+
"Birthday decoration for boy who like thor",
|
| 71 |
+
"Birthday decoration for boy who like thor",
|
| 72 |
+
"Birthday decoration for boy who like thor",
|
| 73 |
+
"Birthday decoration for boy who like captain america",
|
| 74 |
+
"Birthday decoration for boy who like captain america",
|
| 75 |
+
"Birthday decoration for boy who like captain america",
|
| 76 |
+
"Birthday decoration for boy who like captain america",
|
| 77 |
+
"Birthday decoration for boy who like cricket",
|
| 78 |
+
"Birthday decoration for boy who like football",
|
| 79 |
+
"Birthday decoration for boy who like football",
|
| 80 |
+
"Birthday decoration for boy who like football",
|
| 81 |
+
"Birthday decoration for boy who like football",
|
| 82 |
+
"Birthday decoration for boy who like space",
|
| 83 |
+
"Birthday decoration for boy who like space",
|
| 84 |
+
"Birthday decoration for boy who like space",
|
| 85 |
+
"Birthday decoration for boy who like space",
|
| 86 |
+
"Birthday decoration for boy who like pirates",
|
| 87 |
+
"Birthday decoration for boy who like pirates",
|
| 88 |
+
"Birthday decoration for boy who like pirates",
|
| 89 |
+
"Birthday decoration for boy who like pirates",
|
| 90 |
+
"Birthday decoration for boy who like dinosaur",
|
| 91 |
+
"Birthday decoration for boy who like dinosaur",
|
| 92 |
+
"Birthday decoration for boy who like dinosaur",
|
| 93 |
+
"Birthday decoration for boy who like dinosaur",
|
| 94 |
+
"Birthday decoration for boy who like construction",
|
| 95 |
+
"Birthday decoration for boy who like construction",
|
| 96 |
+
"Birthday decoration for boy who like construction",
|
| 97 |
+
"Birthday decoration for boy who like construction",
|
| 98 |
+
"Birthday decoration for boy who like jungle",
|
| 99 |
+
"Birthday decoration for boy who like jungle",
|
| 100 |
+
"Birthday decoration for boy who like jungle",
|
| 101 |
+
"Birthday decoration for boy who like jungle",
|
| 102 |
+
"Birthday decoration for boy who like car",
|
| 103 |
+
"Birthday decoration for boy who like car",
|
| 104 |
+
"Birthday decoration for boy who like car",
|
| 105 |
+
"Birthday decoration for boy who like video games",
|
| 106 |
+
"Birthday decoration for boy who like video games",
|
| 107 |
+
"Birthday decoration for boy who like video games",
|
| 108 |
+
"Birthday decoration for boy who like robots",
|
| 109 |
+
"Birthday decoration for boy who like robots",
|
| 110 |
+
"Birthday decoration for boy who like robots",
|
| 111 |
+
"Birthday decoration for girl who like barbie",
|
| 112 |
+
"Birthday decoration for girl who like barbie",
|
| 113 |
+
"Birthday decoration for girl who like princess",
|
| 114 |
+
"Birthday decoration for girl who like princess",
|
| 115 |
+
"Birthday decoration for girl who like unicorn",
|
| 116 |
+
"Birthday decoration for girl who like unicorn",
|
| 117 |
+
"Birthday decoration for girl who like unicorn",
|
| 118 |
+
"Birthday decoration for girl who like unicorn",
|
| 119 |
+
"Birthday decoration for girl who like mermaid",
|
| 120 |
+
"Birthday decoration for girl who like mermaid",
|
| 121 |
+
"Birthday decoration for girl who like mermaid",
|
| 122 |
+
"Birthday decoration for girl who like mermaid",
|
| 123 |
+
"Birthday decoration for girl who like butterfly",
|
| 124 |
+
"Birthday decoration for girl who like butterfly",
|
| 125 |
+
"Birthday decoration for girl who like butterfly",
|
| 126 |
+
"Birthday decoration for girl who like butterfly",
|
| 127 |
+
"Birthday decoration for girl who like kitty",
|
| 128 |
+
"Birthday decoration for girl who like kitty",
|
| 129 |
+
"Birthday decoration for girl who like kitty",
|
| 130 |
+
"Birthday decoration for girl who like kitty",
|
| 131 |
+
"Birthday decoration for girl who like fairy",
|
| 132 |
+
"Birthday decoration for girl who like fairy",
|
| 133 |
+
"Birthday decoration for girl who like fairy",
|
| 134 |
+
"Birthday decoration for girl who like tea party",
|
| 135 |
+
"Birthday decoration for girl who like tea party",
|
| 136 |
+
"Birthday decoration for girl who like tea party",
|
| 137 |
+
"Birthday decoration for girl who like candy",
|
| 138 |
+
"Birthday decoration for girl who like candy",
|
| 139 |
+
"Birthday decoration for girl who like candy",
|
| 140 |
+
"Birthday decoration for girl who like doraemon",
|
| 141 |
+
"Birthday decoration for girl who like doraemon",
|
| 142 |
+
"Birthday decoration for girl who like doraemon",
|
| 143 |
+
"Birthday decoration for girl who like doraemon",
|
| 144 |
+
"Birthday decoration for girl who like chhota bheem",
|
| 145 |
+
"Birthday decoration for girl who like chhota bheem",
|
| 146 |
+
"Birthday decoration for girl who like chhota bheem",
|
| 147 |
+
"Birthday decoration for boy who like chhota bheem",
|
| 148 |
+
"Birthday decoration for boy who like chhota bheem",
|
| 149 |
+
"Birthday decoration for boy who like chhota bheem",
|
| 150 |
+
"Birthday decoration for boy who like motu patlu",
|
| 151 |
+
"Birthday decoration for boy who like mickey mouse",
|
| 152 |
+
"Birthday decoration for boy who like mickey mouse",
|
| 153 |
+
"Birthday decoration for girl who like mickey mouse",
|
| 154 |
+
"Birthday decoration for girl who like mickey mouse",
|
| 155 |
+
"Birthday decoration for girl who like mickey mouse",
|
| 156 |
+
"Birthday decoration for girl who like tom and jerry",
|
| 157 |
+
"Birthday decoration for girl who like tom and jerry",
|
| 158 |
+
"Birthday decoration for girl who like tom and jerry",
|
| 159 |
+
"Birthday decoration for boy who like tom and jerry",
|
| 160 |
+
"Birthday decoration for boy who like tom and jerry",
|
| 161 |
+
"Birthday decoration for boy who like tom and jerry",
|
| 162 |
+
"Birthday decoration for girl who like dora",
|
| 163 |
+
"Birthday decoration for girl who like dora",
|
| 164 |
+
"Birthday decoration for girl who like dora",
|
| 165 |
+
"Birthday decoration for boy who like dora",
|
| 166 |
+
"Birthday decoration for boy who like dora",
|
| 167 |
+
"Birthday decoration for boy who like dora",
|
| 168 |
+
"Birthday decoration for girl who like cocomelon",
|
| 169 |
+
"Birthday decoration for girl who like cocomelon",
|
| 170 |
+
"Birthday decoration for girl who like cocomelon",
|
| 171 |
+
"Birthday decoration for boy who like cocomelon",
|
| 172 |
+
"Birthday decoration for boy who like cocomelon",
|
| 173 |
+
"Birthday decoration for boy who like cocomelon",
|
| 174 |
+
"Birthday decoration for girl who like masha and the bear",
|
| 175 |
+
"Birthday decoration for girl who like masha and the bear",
|
| 176 |
+
"Birthday decoration for girl who like masha and the bear",
|
| 177 |
+
"Birthday decoration for boy who like masha and the bear",
|
| 178 |
+
"Birthday decoration for boy who like masha and the bear",
|
| 179 |
+
"Birthday decoration for boy who like masha and the bear",
|
| 180 |
+
"Birthday decoration for girl who like masha and the bear",
|
| 181 |
+
"Birthday decoration for girl who like ben ten",
|
| 182 |
+
"Birthday decoration for girl who like ben ten",
|
| 183 |
+
"Birthday decoration for girl who like ben ten",
|
| 184 |
+
"Birthday decoration for boy who like ben ten",
|
| 185 |
+
"Birthday decoration for boy who like ben ten",
|
| 186 |
+
"Birthday decoration for boy who like ben ten",
|
| 187 |
+
"Birthday decoration for girl who like ben ten",
|
| 188 |
+
"Birthday decoration for boy who like krishna",
|
| 189 |
+
"Birthday decoration for girl who like krishna",
|
| 190 |
+
"Birthday decoration for girl who like power puff",
|
| 191 |
+
"Birthday decoration for girl who like power puff",
|
| 192 |
+
"Birthday decoration for girl who like power puff",
|
| 193 |
+
"Birthday decoration for girl who like power puff",
|
| 194 |
+
"Birthday decoration for girl who like power puff",
|
| 195 |
+
"Birthday decoration for boy who like power mr bean",
|
| 196 |
+
"Birthday decoration for boy who like power mr bean",
|
| 197 |
+
"Birthday decoration for boy who like power mr bean",
|
| 198 |
+
"Decoration for new year",
|
| 199 |
+
"Decoration for new year",
|
| 200 |
+
"Decoration for new year",
|
| 201 |
+
"Decoration for new year",
|
| 202 |
+
"Decoration for new year",
|
| 203 |
+
"Decoration for new year",
|
| 204 |
+
"Decoration for lohri",
|
| 205 |
+
"Decoration for lohri",
|
| 206 |
+
"Decoration for lohri",
|
| 207 |
+
"Decoration for lohri",
|
| 208 |
+
"Decoration for makar sankranti",
|
| 209 |
+
"Decoration for makar sankranti",
|
| 210 |
+
"Decoration for makar sankranti",
|
| 211 |
+
"Decoration for makar sankranti",
|
| 212 |
+
"Decoration for pongal",
|
| 213 |
+
"Decoration for pongal",
|
| 214 |
+
"Decoration for pongal",
|
| 215 |
+
"Decoration for pongal",
|
| 216 |
+
"Decoration for republic day",
|
| 217 |
+
"Decoration for republic day",
|
| 218 |
+
"Decoration for republic day",
|
| 219 |
+
"Decoration for mahashivratri",
|
| 220 |
+
"Decoration for mahashivratri",
|
| 221 |
+
"Decoration for mahashivratri",
|
| 222 |
+
"Decoration for holi",
|
| 223 |
+
"Decoration for holi",
|
| 224 |
+
"Decoration for holi",
|
| 225 |
+
"Decoration for holi",
|
| 226 |
+
"Decoration for goodfriday",
|
| 227 |
+
"Decoration for goodfriday",
|
| 228 |
+
"Decoration for goodfriday",
|
| 229 |
+
"Decoration for goodfriday",
|
| 230 |
+
"Decoration for goodfriday",
|
| 231 |
+
"Decoration for eid",
|
| 232 |
+
"Decoration for eid",
|
| 233 |
+
"Decoration for eid",
|
| 234 |
+
"Decoration for eid",
|
| 235 |
+
"Decoration for baisakhi",
|
| 236 |
+
"Decoration for baisakhi",
|
| 237 |
+
"Decoration for baisakhi",
|
| 238 |
+
"Decoration for ramnavami",
|
| 239 |
+
"Decoration for ramnavami",
|
| 240 |
+
"Decoration for mahavirjayanti",
|
| 241 |
+
"Decoration for independence day",
|
| 242 |
+
"Decoration for independence day",
|
| 243 |
+
"Decoration for independence day",
|
| 244 |
+
"Decoration for janmashthami",
|
| 245 |
+
"Decoration for janmashthami",
|
| 246 |
+
"Decoration for janmashthami",
|
| 247 |
+
"Decoration for ganesh chaturthi",
|
| 248 |
+
"Decoration for ganesh chaturthi",
|
| 249 |
+
"Decoration for ganesh chaturthi",
|
| 250 |
+
"Decoration for ganesh chaturthi",
|
| 251 |
+
"Decoration for onam",
|
| 252 |
+
"Decoration for onam",
|
| 253 |
+
"Decoration for onam",
|
| 254 |
+
"Decoration for dussehra",
|
| 255 |
+
"Decoration for dussehra",
|
| 256 |
+
"Decoration for dussehra",
|
| 257 |
+
"Decoration for dussehra",
|
| 258 |
+
"Decoration for dhanteras",
|
| 259 |
+
"Decoration for dhanteras",
|
| 260 |
+
"Decoration for dhanteras",
|
| 261 |
+
"Decoration for diwali",
|
| 262 |
+
"Decoration for diwali",
|
| 263 |
+
"Decoration for diwali",
|
| 264 |
+
"Decoration for diwali",
|
| 265 |
+
"Decoration for diwali",
|
| 266 |
+
"Decoration for durga puja",
|
| 267 |
+
"Decoration for durga puja",
|
| 268 |
+
"Decoration for durga puja",
|
| 269 |
+
"Decoration for durga puja",
|
| 270 |
+
"Decoration for durga puja",
|
| 271 |
+
"Decoration for lakshmipujan",
|
| 272 |
+
"Decoration for lakshmipujan",
|
| 273 |
+
"Decoration for lakshmipujan",
|
| 274 |
+
"Decoration for lakshmipujan",
|
| 275 |
+
"Decoration for lakshmipujan",
|
| 276 |
+
"Decoration for halloween",
|
| 277 |
+
"Decoration for halloween",
|
| 278 |
+
"Decoration for halloween",
|
| 279 |
+
"Decoration for halloween",
|
| 280 |
+
"Decoration for halloween",
|
| 281 |
+
"Decoration for halloween",
|
| 282 |
+
"Decoration for halloween",
|
| 283 |
+
"Decoration for chhath puja",
|
| 284 |
+
"Decoration for chhath puja",
|
| 285 |
+
"Decoration for christmas",
|
| 286 |
+
"Decoration for christmas",
|
| 287 |
+
"Decoration for christmas",
|
| 288 |
+
"Decoration for christmas",
|
| 289 |
+
"Decoration for easter day",
|
| 290 |
+
"Decoration for easter day",
|
| 291 |
+
"Decoration for easter day",
|
| 292 |
+
"Decoration for easter day",
|
| 293 |
+
"Decoration for thanks giving party",
|
| 294 |
+
"Decoration for thanks giving party",
|
| 295 |
+
"Decoration for thanks giving party",
|
| 296 |
+
"Decoration for thanks giving party",
|
| 297 |
+
"Decoration for office party",
|
| 298 |
+
"Decoration for gettogether party",
|
| 299 |
+
"Decoration for gettogether party",
|
| 300 |
+
"Decoration for gettogether party",
|
| 301 |
+
"Decoration for farewell day",
|
| 302 |
+
"Decoration for farewell day",
|
| 303 |
+
"Decoration for farewell day",
|
| 304 |
+
"Decoration for welcome party",
|
| 305 |
+
"Decoration for welcome party",
|
| 306 |
+
"Decoration for welcome party",
|
| 307 |
+
"Decoration for welcome party",
|
| 308 |
+
"Decoration for baby shower",
|
| 309 |
+
"Decoration for baby shower",
|
| 310 |
+
"Decoration for baby shower",
|
| 311 |
+
"Decoration for baby shower",
|
| 312 |
+
"Decoration for ball party",
|
| 313 |
+
"Decoration for ball party",
|
| 314 |
+
"Decoration for ball party",
|
| 315 |
+
"Decoration for ball party",
|
| 316 |
+
"Decoration for banquet party",
|
| 317 |
+
"Decoration for banquet party",
|
| 318 |
+
"Decoration for banquet party",
|
| 319 |
+
"Decoration for banquet party",
|
| 320 |
+
"Decoration for camping party",
|
| 321 |
+
"Decoration for camping party",
|
| 322 |
+
"Decoration for camping party",
|
| 323 |
+
"Decoration for camping party",
|
| 324 |
+
"Decoration for casino party",
|
| 325 |
+
"Decoration for casino party",
|
| 326 |
+
"Decoration for casino party",
|
| 327 |
+
"Decoration for Bollywood day",
|
| 328 |
+
"Decoration for Bollywood day",
|
| 329 |
+
"Decoration for Bollywood day",
|
| 330 |
+
"Decoration for Bollywood day",
|
| 331 |
+
"Decoration for fun fiesta day",
|
| 332 |
+
"Decoration for fun fiesta day",
|
| 333 |
+
"Decoration for traditinal day",
|
| 334 |
+
"Decoration for traditinal day",
|
| 335 |
+
"Decoration for annual day",
|
| 336 |
+
"Decoration for annual day",
|
| 337 |
+
"Decoration for rose day",
|
| 338 |
+
"Decoration for rose day",
|
| 339 |
+
"Decoration for rose day",
|
| 340 |
+
"Decoration for propose day",
|
| 341 |
+
"Decoration for propose day",
|
| 342 |
+
"Decoration for propose day",
|
| 343 |
+
"Decoration for valentines day",
|
| 344 |
+
"Decoration for valentines day",
|
| 345 |
+
"Decoration for valentines day",
|
| 346 |
+
"Decoration for games party",
|
| 347 |
+
"Decoration for games party",
|
| 348 |
+
"Decoration for games party",
|
| 349 |
+
"Decoration for hollywood party",
|
| 350 |
+
"Decoration for hollywood party",
|
| 351 |
+
"Decoration for hollywood party",
|
| 352 |
+
"Decoration for horror party",
|
| 353 |
+
"Decoration for horror party",
|
| 354 |
+
"Decoration for horror party",
|
| 355 |
+
"Decoration for horror party",
|
| 356 |
+
"Decoration for housewarming",
|
| 357 |
+
"Decoration for housewarming",
|
| 358 |
+
"Decoration for housewarming",
|
| 359 |
+
"Decoration for housewarming",
|
| 360 |
+
"Decoration for outdoor party",
|
| 361 |
+
"Decoration for outdoor party",
|
| 362 |
+
"Decoration for outdoor party",
|
| 363 |
+
"Decoration for retro party",
|
| 364 |
+
"Decoration for retro party",
|
| 365 |
+
"Decoration for retro party",
|
| 366 |
+
"Decoration for retro party",
|
| 367 |
+
"Decoration for uv party",
|
| 368 |
+
"Decoration for uv party",
|
| 369 |
+
"Decoration for uv party",
|
| 370 |
+
"Decoration for Punjabi wedding",
|
| 371 |
+
"Decoration for Punjabi wedding",
|
| 372 |
+
"Decoration for Punjabi wedding",
|
| 373 |
+
"Decoration for maharashtrian wedding",
|
| 374 |
+
"Decoration for maharashtrian wedding",
|
| 375 |
+
"Decoration for maharashtrian wedding",
|
| 376 |
+
"Decoration for gujrati wedding",
|
| 377 |
+
"Decoration for gujrati wedding",
|
| 378 |
+
"Decoration for gujrati wedding",
|
| 379 |
+
"Decoration for bengoli wedding",
|
| 380 |
+
"Decoration for bengoli wedding",
|
| 381 |
+
"Decoration for rajsthani wedding",
|
| 382 |
+
"Decoration for rajsthani wedding",
|
| 383 |
+
"Decoration for rajsthani wedding",
|
| 384 |
+
"Decoration for south indian wedding",
|
| 385 |
+
"Decoration for south indian wedding",
|
| 386 |
+
"Decoration for south indian wedding",
|
| 387 |
+
"Decoration for christian wedding",
|
| 388 |
+
"Decoration for christian wedding",
|
| 389 |
+
"Decoration for christian wedding",
|
| 390 |
+
"Decoration for haldi",
|
| 391 |
+
"Decoration for haldi",
|
| 392 |
+
"Decoration for haldi",
|
| 393 |
+
"Decoration for haldi",
|
| 394 |
+
"Decoration for haldi",
|
| 395 |
+
"Decoration for mehndi",
|
| 396 |
+
"Decoration for mehndi",
|
| 397 |
+
"Decoration for mehndi",
|
| 398 |
+
"Decoration for mehndi",
|
| 399 |
+
"Decoration for sangeet",
|
| 400 |
+
"Decoration for sangeet",
|
| 401 |
+
"Decoration for sangeet",
|
| 402 |
+
"Decoration for reception",
|
| 403 |
+
"Decoration for reception",
|
| 404 |
+
"Decoration for reception",
|
| 405 |
+
"Decoration for reception",
|
| 406 |
+
"Decoration for ring ceremony",
|
| 407 |
+
"Decoration for ring ceremony",
|
| 408 |
+
"Decoration for ring ceremony",
|
| 409 |
+
"Decoration for ring ceremony",
|
| 410 |
+
"Decoration for ring ceremony",
|
| 411 |
+
"Decoration for naming ceremony",
|
| 412 |
+
"Decoration for naming ceremony",
|
| 413 |
+
"Decoration for naming ceremony",
|
| 414 |
+
]
|
| 415 |
+
|
| 416 |
+
class imagedemo(datasets.GeneratorBasedBuilder):
|
| 417 |
+
"""SQUAD: The Stanford Questions Answering Dataset. Version 1.1."""
|
| 418 |
+
|
| 419 |
+
|
| 420 |
+
|
| 421 |
+
def _info(self):
|
| 422 |
+
return datasets.DatasetInfo(
|
| 423 |
+
description=_DESCRIPTION,
|
| 424 |
+
features=datasets.Features(
|
| 425 |
+
{
|
| 426 |
+
"sub": datasets.Value("string"),
|
| 427 |
+
"image": datasets.Image(),
|
| 428 |
+
|
| 429 |
+
|
| 430 |
+
}
|
| 431 |
+
),
|
| 432 |
+
# No default supervised_keys (as we have to pass both questions and context as input).
|
| 433 |
+
|
| 434 |
+
supervised_keys=None,
|
| 435 |
+
homepage="https://huggingface.co/datasets/Susmita1302/Text-to-Image",
|
| 436 |
+
citation=_CITATION,
|
| 437 |
+
task_templates=[
|
| 438 |
+
QuestionAnsweringExtractive(
|
| 439 |
+
question_column="question", context_column="context", answers_column="answers"
|
| 440 |
+
)
|
| 441 |
+
],
|
| 442 |
+
)
|
| 443 |
+
|
| 444 |
+
def _split_generators(self, dl_manager):
|
| 445 |
+
path = dl_manager.download_and_extract(_URL)
|
| 446 |
+
image_iters = dl_manager.iter_archive(path)
|
| 447 |
+
|
| 448 |
+
|
| 449 |
+
return [
|
| 450 |
+
datasets.SplitGenerator(
|
| 451 |
+
name=datasets.Split.TRAIN,
|
| 452 |
+
gen_kwargs={
|
| 453 |
+
"images": image_iters
|
| 454 |
+
}
|
| 455 |
+
),
|
| 456 |
+
|
| 457 |
+
]
|
| 458 |
+
|
| 459 |
+
def _generate_examples(self,images):
|
| 460 |
+
"""This function returns the examples in the raw (text) form."""
|
| 461 |
+
idx = 0
|
| 462 |
+
#iterate through images
|
| 463 |
+
for filepath, image in images:
|
| 464 |
+
yield idx, {
|
| 465 |
+
"image": {"filepath": filepath, "image": image.read()},
|
| 466 |
+
|
| 467 |
+
}
|
| 468 |
+
idx +=1
|