testman data

config.py

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+TAR_FILE_IMAGES='./images.tar.gz'
+TAR_FILE_TEXTS='./texts.tar.gz'

create-tar-file.py

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+import tarfile
+from config import TAR_FILE_IMAGES, TAR_FILE_TEXTS
+
+
+if __name__ == "__main__":
+    with tarfile.open( TAR_FILE_IMAGES, 'w:xz') as tar:
+      tar.add('./images')
+
+    with tarfile.open( TAR_FILE_TEXTS, 'w:xz') as tar:
+      tar.add('./texts')

image-text-demo.py

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+import datasets
+
+from config import TAR_FILE_IMAGES, TAR_FILE_TEXTS
+
+_CITATION = """\
+@InProceedings{huggingface:dataset,
+title = {Small image-text set},
+author={James Briggs},
+year={2022}
+}
+"""
+
+_DESCRIPTION = """\
+Demo dataset for testing or showing image-text capabilities.
+"""
+_HOMEPAGE = "https://huggingface.co/datasets/jamescalam/image-text-demo"
+
+_LICENSE = ""
+
+_REPO = "https://huggingface.co/datasets/jamescalam/image-text-demo"
+
+class ImageSet(datasets.GeneratorBasedBuilder):
+    """Small sample of image-text pairs"""
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {
+                    'text': datasets.Value("string"),
+                    'image': datasets.Image(),
+                }
+            ),
+            supervised_keys=None,
+            homepage=_HOMEPAGE,
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        images_archive = dl_manager.download(f"{_REPO}/resolve/main/{TAR_FILE_IMAGES}")
+        image_iters = dl_manager.iter_archive(images_archive)
+
+
+        texts_archive = dl_manager.download(f"{_REPO}/resolve/main/{TAR_FILE_TEXTS}")
+        text_iters = dl_manager.iter_archive(texts_archive)
+
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                gen_kwargs={
+                    "images": image_iters,
+                    "texts": text_iters,
+                }
+            ),
+        ]
+
+    def _generate_examples(self, images, texts):
+        """ This function returns the examples in the raw (text) form."""
+        
+        for idx, (filepath, image) in enumerate(images):
+            
+            # get the corresponding text fime and read it
+            description = next(texts)[1].read().decode('utf-8')
+
+            yield idx, {
+                "image": {"path": filepath, "bytes": image.read()},
+                "text": description,
+            }
+
+   

images.tar.gz

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+version https://git-lfs.github.com/spec/v1
+oid sha256:bc56b5d6c394ea1ff463ff9211f4af0cd4c441b8192f91eabbd9224e1120c1e5
+size 7660992

requirements.txt

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+datasets

texts.tar.gz

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+version https://git-lfs.github.com/spec/v1
+oid sha256:de1d8f1146d5e095af2c87cb037df992252887c82e8727f95a5102f7e58545b6
+size 1120

texts/1.txt

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+Testman, side view, from side, plain background, gray background

texts/10.txt

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+Testman, karate chop pose, karate, from side, plain background, gray background

texts/11.txt

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+Testman, thinking, sit pose, crossed legs, plain background, gray background

texts/12.txt

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+Testman, combat pose, holding katana, front view, plain background, gray background

texts/13.txt

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+Testman, mantis pose, kung fu pose, combat pose, plain background, gray background

texts/14.txt

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+Testman, portrait, front view, face portrait, plain background, gray background

texts/15.txt

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+Testman, portrait, front view, face portrait, plain background, gray background

texts/16.txt

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+Testman, portrait, front view, face portrait, plain background, gray background

texts/17.txt

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+Testman, laydown, plain background, gray background

texts/18.txt

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+Testman, disapointed, plain background, gray background

texts/19.txt

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+Testman, portrait, front view, face portrait, plain background, gray background

texts/2.txt

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+Testman, standing, front view, plain background, gray background

texts/20.txt

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+Testman, combat pose, martial stance, plain background, gray background

texts/21.txt

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+Testman, sit down, looking up, plain background, gray background

texts/22.txt

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+Testman, winning pose, victory, happy, plain background, gray background

texts/23.txt

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+Testman, teasing, playful, plain background, gray background