initial 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
+*.tar.gz filter=lfs diff=lfs merge=lfs -text

GamePhysics_GTAV.py

@@ -0,0 +1,100 @@
+"""mini-GamePhysics test Dataset """
+
+from __future__ import absolute_import, division, print_function
+
+import csv
+import json
+import os
+
+import datasets
+from datasets import Dataset
+
+
+# TODO: Add BibTeX citation
+# Find for instance the citation on arxiv or on the dataset repo/website
+_CITATION = """\
+@article{taesiri2022clip,
+  title={CLIP meets GamePhysics: Towards bug identification in gameplay videos using zero-shot transfer learning},
+  author={Taesiri, Mohammad Reza and Macklon, Finlay and Bezemer, Cor-Paul},
+  journal={arXiv preprint arXiv:2203.11096},
+  year={2022}
+}
+"""
+
+
+# TODO: Add description of the dataset here
+# You can copy an official description
+_DESCRIPTION = """\
+A test dataset for GamePhysics
+"""
+
+# TODO: Add a link to an official homepage for the dataset here
+_HOMEPAGE = "https://asgaardlab.github.io/CLIPxGamePhysics/"
+
+# TODO: Add the licence for the dataset here if you can find it
+_LICENSE = ""
+
+# TODO: Add link to the official dataset URLs here
+# The HuggingFace dataset library don't host the datasets but only point to the original files
+# This can be an arbitrary nested dict/list of URLs (see below in `_split_generators` method)
+
+_URLS = {
+    "Grand_Theft_Auto_V": "https://huggingface.co/datasets/taesiri/GamePhysics_Grand_Theft_Auto_V/resolve/main/gta-v.tar.gz"
+}
+
+_NAMES = ["Grand_Theft_Auto_V"]
+
+
+class GamePhysics_Grand_Theft_Auto_VConfig(datasets.BuilderConfig):
+    """BuilderConfig for GamePhysics."""
+
+    def __init__(self, **kwargs):
+        """BuilderConfig for GamePhysics_Grand_Theft_Auto_V.
+        Args:
+          **kwargs: keyword arguments forwarded to super.
+        """
+        super(GamePhysics_Grand_Theft_Auto_VConfig, self).__init__(
+            version=datasets.Version("0.0.1", ""), **kwargs
+        )
+
+
+class GamePhysics_Grand_Theft_Auto_V(datasets.GeneratorBasedBuilder):
+    """Test dataset for GamePhysics"""
+
+    BUILDER_CONFIGS = [
+        GamePhysics_Grand_Theft_Auto_VConfig(
+            name="GamePhysics_Grand_Theft_Auto_V",
+            description="GamePhysics - Grand Theft Auto V",
+        )
+    ]
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {
+                    "video_file_path": datasets.Value("string"),
+                    "labels": datasets.features.ClassLabel(names=_NAMES),
+                }
+            ),
+            supervised_keys=None,
+            homepage=_HOMEPAGE,
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        data_files = dl_manager.download_and_extract(_URLS)
+        return [
+            datasets.SplitGenerator(
+                name="Grand_Theft_Auto_V",
+                gen_kwargs={
+                    "files": dl_manager.iter_files([data_files["Grand_Theft_Auto_V"]]),
+                },
+            ),
+        ]
+
+    def _generate_examples(self, files):
+        for i, path in enumerate(files):
+            file_name = os.path.basename(path)
+            if file_name.endswith(".mp4"):
+                yield i, {"video_file_path": path, "labels": "Grand_Theft_Auto_V"}

README.md

@@ -1,3 +1,123 @@
 ---
-license: mit
----
+annotations_creators:
+- no-annotation
+languages:
+- en
+
+# Dataset Card for GamePhysics_Grand_Theft_Auto_V
+
+## Table of Contents
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks](#supported-tasks-and-leaderboards)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-instances)
+  - [Data Splits](#data-instances)
+- [Dataset Creation](#dataset-creation)
+  - [Curation Rationale](#curation-rationale)
+  - [Source Data](#source-data)
+  - [Annotations](#annotations)
+  - [Personal and Sensitive Information](#personal-and-sensitive-information)
+- [Considerations for Using the Data](#considerations-for-using-the-data)
+  - [Social Impact of Dataset](#social-impact-of-dataset)
+  - [Discussion of Biases](#discussion-of-biases)
+  - [Other Known Limitations](#other-known-limitations)
+- [Additional Information](#additional-information)
+  - [Dataset Curators](#dataset-curators)
+  - [Licensing Information](#licensing-information)
+  - [Citation Information](#citation-information)
+
+## Dataset Description
+
+- **Homepage:** https://asgaardlab.github.io/CLIPxGamePhysics/
+- **Repository:** https://github.com/asgaardlab/CLIPxGamePhysics
+- **Paper:** CLIP meets GamePhysics
+- **Leaderboard:** [N/A]
+- **Point of Contact:** [Mohammad Reza Taesiri](mailto:mtaesiri@gmail.com)
+
+
+### Dataset Summary
+
+The GamePhysics Grand Theft Auto V dataset is a small video dataset of buggy gameplay videos of Grand Theft Auto V game, collected from [GamePhysics](https://www.reddit.com/r/GamePhysics/) subrredit
+
+### Supported Tasks and Leaderboards
+
+[N/A]
+
+### Languages
+
+[Needs More Information]
+
+## Dataset Structure
+
+### Data Instances
+
+[Needs More Information]
+
+### Data Fields
+
+[Needs More Information]
+
+### Data Splits
+
+[Needs More Information]
+
+## Dataset Creation
+
+### Curation Rationale
+
+[Needs More Information]
+
+### Source Data
+
+#### Initial Data Collection and Normalization
+
+[Needs More Information]
+
+#### Who are the source language producers?
+
+[Needs More Information]
+
+### Annotations
+
+#### Annotation process
+
+[Needs More Information]
+
+#### Who are the annotators?
+
+[Needs More Information]
+
+### Personal and Sensitive Information
+
+[Needs More Information]
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+[Needs More Information]
+
+### Discussion of Biases
+
+[Needs More Information]
+
+### Other Known Limitations
+
+[Needs More Information]
+
+## Additional Information
+
+### Dataset Curators
+
+[Needs More Information]
+
+### Licensing Information
+
+[Needs More Information]
+
+### Citation Information
+
+[Needs More Information]

gta-v.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c26ae07fd21d09830f71feb6b507787475dacc84e9626ef982cae7cd24466abf
+size 2240831357