init commit

.gitattributes

@@ -35,3 +35,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.mp3 filter=lfs diff=lfs merge=lfs -text
 *.ogg filter=lfs diff=lfs merge=lfs -text
 *.wav filter=lfs diff=lfs merge=lfs -text
+*.jsonl filter=lfs diff=lfs merge=lfs -text

conceptual_12m_indo.py

@@ -0,0 +1,82 @@
+# coding=utf-8
+# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
+#
+# 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.
+"""Conceptual 12M dataset."""
+
+import datasets
+import ast
+import json
+
+
+_CITATION = """\
+@inproceedings{changpinyo2021cc12m,
+  title = {{Conceptual 12M}: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts},
+  author = {Changpinyo, Soravit and Sharma, Piyush and Ding, Nan and Soricut, Radu},
+  booktitle = {CVPR},
+  year = {2021},
+}
+"""
+
+_DESCRIPTION = """\
+Conceptual 12M is a large-scale dataset of 12 million
+image-text pairs specifically meant to be used for visionand-language pre-training.
+Its data collection pipeline is a relaxed version of the one used in Conceptual Captions 3M.
+"""
+
+_HOMEPAGE = "https://github.com/google-research-datasets/conceptual-12m"
+
+_LICENSE = """\
+The dataset may be freely used for any purpose, although acknowledgement of
+Google LLC ("Google") as the data source would be appreciated. The dataset is
+provided "AS IS" without any warranty, express or implied. Google disclaims all
+liability for any damages, direct or indirect, resulting from the use of the
+dataset.
+"""
+
+_URL = "https://huggingface.co/datasets/munggok/CC_12M_Indonesia/resolve/main/data/cc12m.jsonl"
+
+
+class Conceptual12M(datasets.GeneratorBasedBuilder):
+    """Conceptual 12M Indonesia dataset."""
+
+    def _info(self):
+        features = datasets.Features({"image_url": datasets.Value("string"), "caption": datasets.Value("string")})
+
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=features,
+            homepage=_HOMEPAGE,
+            license=_LICENSE,
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        file = dl_manager.download(_URL)
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                gen_kwargs={
+                    "file": file,
+                },
+            ),
+        ]
+
+    def _generate_examples(self, file):
+        id_ = 0
+        with open(file, "r", encoding="utf-8") as fi:
+            for line in fi:
+                if line:
+                    example = ast.literal_eval(line)
+                    yield id_, {"image_url": example['url'], "caption": example['caption']}
+                    id_ += 1

data/cc12m.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4314733a42fa7cf45191cd9314e3c1583f8fabe7705c5c9663dcf1eafed8f2b
+size 3095287567