From 87f2fa6665b2f11c4884e502cebe6d528a4b0896 Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Thu, 19 Sep 2024 19:07:56 +0900 Subject: [PATCH 1/7] update for ralf-style preprocessing --- PKU-PosterLayout.py | 297 ++++++-- poetry.lock | 1163 ++++++++++++++++++++++++++++++-- pyproject.toml | 8 +- tests/PKU-PosterLayout_test.py | 36 +- 4 files changed, 1389 insertions(+), 115 deletions(-) diff --git a/PKU-PosterLayout.py b/PKU-PosterLayout.py index fb51a09..db131c1 100644 --- a/PKU-PosterLayout.py +++ b/PKU-PosterLayout.py @@ -1,6 +1,26 @@ +# Copyright 2024 Shunsuke Kitada 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. +# +# This script was generated from shunk031/cookiecutter-huggingface-datasets. +# + +from __future__ import annotations + import ast import pathlib -from typing import List, Optional, TypedDict, Union, cast +from dataclasses import dataclass +from typing import TYPE_CHECKING, List, Optional, Sequence, TypedDict, Union, cast import datasets as ds import pandas as pd @@ -8,6 +28,10 @@ from PIL import Image from PIL.Image import Image as PilImage +if TYPE_CHECKING: + from ralfpt.saliency_detection import SaliencyTester + from simple_lama_inpainting import SimpleLama + logger = get_logger(__name__) _DESCRIPTION = ( @@ -127,29 +151,176 @@ def get_canvas_files(base_dir: str) -> List[pathlib.Path]: return sorted(canvas_dir.iterdir(), key=lambda f: int(f.stem)) +def ralf_style_example( + example, + inpainter: SimpleLama, + saliency_testers: List[SaliencyTester], + old_saliency_maps: Sequence[str] = ( + "basnet_saliency_map", + "pfpn_saliency_map", + ), + new_saliency_maps: Sequence[str] = ( + "saliency_map", + "saliency_map_sub", + ), +): + from ralfpt.inpainting import apply_inpainting + from ralfpt.saliency_detection import apply_saliency_detection + from ralfpt.transforms import has_valid_area, load_from_pku_ltrb + from ralfpt.typehints import Element + + assert len(old_saliency_maps) == len(new_saliency_maps) + assert len(new_saliency_maps) == len(saliency_testers) + + original_image = example["original_poster"] + image_w, image_h = original_image.size + + poster_path = example["annotations"][0]["poster_path"] + + def get_pku_layout_elements( + annotations, image_w: int, image_h: int + ) -> List[Element]: + ann, *_ = annotations + total_elem = ann["total_elem"] + + elements = [] + for i in range(total_elem): + cls_elem = annotations[i]["cls_elem"] + box_elem = annotations[i]["box_elem"] + + label = cls_elem + + coordinates = load_from_pku_ltrb( + box=box_elem, global_width=image_w, global_height=image_h + ) + if has_valid_area(**coordinates): + element: Element = {"label": label, "coordinates": coordinates} + elements.append(element) + + return elements + + # + # Remove the old saliency maps + # + for old_sal_map in old_saliency_maps: + del example[old_sal_map] + + # + # Get layout elements + # + try: + elements = get_pku_layout_elements( + annotations=example["annotations"], image_w=image_w, image_h=image_h + ) + except AssertionError as e: + logger.warning(f"[{poster_path}] Failed to get layout elements: {e}") + + # If the layout elements are not available, + # return the example without inpainting and saliency maps + for new_sal_map in new_saliency_maps: + example[new_sal_map] = None + + return example + + # + # Apply RALF-style inpainting + # + inpainted_image = apply_inpainting( + image=original_image, elements=elements, inpainter=inpainter + ) + example["inpainted_poster"] = inpainted_image + + # + # Apply Ralf-style saliency detection + # + saliency_maps = apply_saliency_detection( + image=inpainted_image, + saliency_testers=saliency_testers, # type: ignore + ) + for new_sal_map, sal_map in zip(new_saliency_maps, saliency_maps): + example[new_sal_map] = sal_map + + return example + + +@dataclass +class PosterLayoutConfig(ds.BuilderConfig): + _saliency_maps: Optional[Sequence[str]] = None + _saliency_testers: Optional[Sequence[str]] = None + + def get_default_salieny_maps(self) -> Sequence[str]: + return ["basnet_saliency_map", "pfpn_saliency_map"] + + def get_salient_maps(self) -> Sequence[str]: + if self.name == "default": + return self.get_default_salieny_maps() + elif self.name == "ralf": + return ["saliency_map", "saliency_map_sub"] + else: + raise ValueError("Invalid config name") + + def get_saliency_testers(self) -> Optional[Sequence[str]]: + if self.name == "ralf": + return [ + "creative-graphic-design/ISNet-general-use", + "creative-graphic-design/BASNet-SmartText", + ] + + def __post_init__(self): + super().__post_init__() + self._saliency_maps = self.get_salient_maps() + self._saliency_testers = self.get_saliency_testers() + + @property + def saliency_maps(self) -> Sequence[str]: + assert self._saliency_maps is not None + return self._saliency_maps + + @property + def saliency_testers(self) -> Sequence[str]: + assert self._saliency_testers is not None + return self._saliency_testers + + class PosterLayoutDataset(ds.GeneratorBasedBuilder): VERSION = ds.Version("1.0.0") - BUILDER_CONFIGS = [ds.BuilderConfig(version=VERSION)] + BUILDER_CONFIG_CLASS = PosterLayoutConfig + BUILDER_CONFIGS = [ + PosterLayoutConfig(name="default", version=VERSION), + PosterLayoutConfig(name="ralf", version=VERSION), + ] def _info(self) -> ds.DatasetInfo: - features = ds.Features( + base_features = { + "original_poster": ds.Image(), + "inpainted_poster": ds.Image(), + "canvas": ds.Image(), + } + saliency_map_features = ( { - "original_poster": ds.Image(), - "inpainted_poster": ds.Image(), "basnet_saliency_map": ds.Image(), "pfpn_saliency_map": ds.Image(), - "canvas": ds.Image(), - "annotations": ds.Sequence( - { - "poster_path": ds.Value("string"), - "total_elem": ds.Value("int32"), - "cls_elem": ds.ClassLabel( - num_classes=4, names=["text", "logo", "underlay", "INVALID"] - ), - "box_elem": ds.Sequence(ds.Value("int32")), - } - ), } + if self.config.name == "default" + else { + "saliency_map": ds.Image(), + "saliency_map_sub": ds.Image(), + } + ) + annotation_features = { + "annotations": ds.Sequence( + { + "poster_path": ds.Value("string"), + "total_elem": ds.Value("int32"), + "cls_elem": ds.ClassLabel( + num_classes=4, names=["text", "logo", "underlay", "INVALID"] + ), + "box_elem": ds.Sequence(ds.Value("int32")), + } + ), + } + features = ds.Features( + {**base_features, **saliency_map_features, **annotation_features} ) return ds.DatasetInfo( description=_DESCRIPTION, @@ -224,6 +395,7 @@ def _generate_train_examples( ) it = zip(poster_files, inpainted_files, basnet_map_files, pfpn_map_files) + for i, ( original_poster_path, inpainted_poster_path, @@ -234,18 +406,15 @@ def _generate_train_examples( poster_anns = ann_df[ann_df["poster_path"] == poster_path] annotations = poster_anns.to_dict(orient="records") - - yield ( - i, - { - "original_poster": load_image(original_poster_path), - "inpainted_poster": load_image(inpainted_poster_path), - "basnet_saliency_map": load_image(basnet_map_path), - "pfpn_saliency_map": load_image(pfpn_map_path), - "canvas": None, - "annotations": annotations, - }, - ) + example = { + "original_poster": load_image(original_poster_path), + "inpainted_poster": load_image(inpainted_poster_path), + "basnet_saliency_map": load_image(basnet_map_path), + "pfpn_saliency_map": load_image(pfpn_map_path), + "canvas": None, + "annotations": annotations, + } + yield i, example def _generate_test_examples(self, poster: TestPoster, saliency_maps: SaliencyMaps): canvas_files = get_canvas_files(base_dir=poster["canvas"]) @@ -255,20 +424,19 @@ def _generate_test_examples(self, poster: TestPoster, saliency_maps: SaliencyMap assert len(canvas_files) == len(basnet_map_files) == len(pfpn_map_files) it = zip(canvas_files, basnet_map_files, pfpn_map_files) + for i, (canvas_path, basnet_map_path, pfpn_map_path) in enumerate(it): - yield ( - i, - { - "original_poster": None, - "inpainted_poster": None, - "basnet_saliency_map": load_image(basnet_map_path), - "pfpn_saliency_map": load_image(pfpn_map_path), - "canvas": load_image(canvas_path), - "annotations": None, - }, - ) + example = { + "original_poster": None, + "inpainted_poster": None, + "basnet_saliency_map": load_image(basnet_map_path), + "pfpn_saliency_map": load_image(pfpn_map_path), + "canvas": load_image(canvas_path), + "annotations": None, + } + yield i, example - def _generate_examples( + def _get_generator( self, poster: Union[TrainPoster, TestPoster], saliency_maps: SaliencyMaps, @@ -289,3 +457,52 @@ def _generate_examples( ) else: raise ValueError("Invalid dataset") + + def _generate_examples( + self, + poster: Union[TrainPoster, TestPoster], + saliency_maps: SaliencyMaps, + annotation: Optional[str] = None, + ): + config: PosterLayoutConfig = self.config # type: ignore + + generator = self._get_generator( + poster=poster, + saliency_maps=saliency_maps, + annotation=annotation, + ) + + def _generate_default(generator): + for idx, example in generator: + yield idx, example + + def _generate_ralf_style(generator): + from ralfpt.saliency_detection import SaliencyTester + from simple_lama_inpainting import SimpleLama + + inpainter = SimpleLama() + saliency_testers = [ + SaliencyTester(model_name=model) for model in config.saliency_testers + ] + + for idx, example in generator: + old_saliency_maps = config.get_default_salieny_maps() + new_saliency_maps = config.saliency_maps + + example = ralf_style_example( + example, + inpainter=inpainter, + old_saliency_maps=old_saliency_maps, + new_saliency_maps=new_saliency_maps, + saliency_testers=saliency_testers, + ) + yield idx, example + + if config.name == "default": + yield from _generate_default(generator) + + elif config.name == "ralf": + yield from _generate_ralf_style(generator) + + else: + raise ValueError(f"Invalid config name: {config.name}") diff --git a/poetry.lock b/poetry.lock index 2e536dd..383cee9 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,5 +1,36 @@ # This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +[[package]] +name = "accelerate" +version = "0.32.1" +description = "Accelerate" +optional = false +python-versions = ">=3.8.0" +files = [ + {file = "accelerate-0.32.1-py3-none-any.whl", hash = "sha256:71fcf4be00872194071de561634268b71417d7f5b16b178e2fa76b6f117c52b0"}, + {file = "accelerate-0.32.1.tar.gz", hash = "sha256:3999acff0237cd0d4f9fd98b42d5a3163544777b53fc4f1eec886b77e992d177"}, +] + +[package.dependencies] +huggingface-hub = "*" +numpy = ">=1.17,<2.0.0" +packaging = ">=20.0" +psutil = "*" +pyyaml = "*" +safetensors = ">=0.3.1" +torch = ">=1.10.0" + +[package.extras] +deepspeed = ["deepspeed (<=0.14.0)"] +dev = ["bitsandbytes", "black (>=23.1,<24.0)", "datasets", "diffusers", "evaluate", "hf-doc-builder (>=0.3.0)", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist", "rich", "ruff (>=0.2.1,<0.3.0)", "scikit-learn", "scipy", "timm", "torchpippy (>=0.2.0)", "tqdm", "transformers"] +quality = ["black (>=23.1,<24.0)", "hf-doc-builder (>=0.3.0)", "ruff (>=0.2.1,<0.3.0)"] +rich = ["rich"] +sagemaker = ["sagemaker"] +test-dev = ["bitsandbytes", "datasets", "diffusers", "evaluate", "scikit-learn", "scipy", "timm", "torchpippy (>=0.2.0)", "tqdm", "transformers"] +test-prod = ["parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist"] +test-trackers = ["comet-ml", "dvclive", "tensorboard", "wandb"] +testing = ["bitsandbytes", "datasets", "diffusers", "evaluate", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist", "scikit-learn", "scipy", "timm", "torchpippy (>=0.2.0)", "tqdm", "transformers"] + [[package]] name = "aiohttp" version = "3.8.6" @@ -359,6 +390,20 @@ docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1 testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"] typing = ["typing-extensions (>=4.8)"] +[[package]] +name = "fire" +version = "0.5.0" +description = "A library for automatically generating command line interfaces." +optional = false +python-versions = "*" +files = [ + {file = "fire-0.5.0.tar.gz", hash = "sha256:a6b0d49e98c8963910021f92bba66f65ab440da2982b78eb1bbf95a0a34aacc6"}, +] + +[package.dependencies] +six = "*" +termcolor = "*" + [[package]] name = "frozenlist" version = "1.4.0" @@ -470,13 +515,13 @@ tqdm = ["tqdm"] 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"pytest", "scipy (>=1.7.1)"] +tutorials = ["matplotlib", "pandas", "tabulate"] + [[package]] name = "typing-extensions" version = "4.8.0" @@ -1381,5 +2402,5 @@ multidict = ">=4.0" [metadata] lock-version = "2.0" -python-versions = "^3.9" -content-hash = "ced47eebbf3fcf25d1f21695c3c4d6f2ebac1f5efaa673113cb365975b003e0b" +python-versions = "^3.10" +content-hash = "b788e49fb5d0597d8ee89027ff78807010cbb7106e10479e719779b476f8bf0a" diff --git a/pyproject.toml b/pyproject.toml index 56f5abf..56d1d9e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -7,8 +7,14 @@ readme = "README.md" package-mode = false [tool.poetry.dependencies] -python = "^3.9" +python = "^3.10" datasets = { extras = ["vision"], version = ">=1.0.0" } +ralf-preprocessing-tools = { git = "https://github.com/creative-graphic-design/ralf-preprocessing-tools.git", rev = "initialize", extras = [ + "lama", +] } + +# [tool.poetry.extras] +# ralf = ["ralf-preprocessing-tools"] [tool.poetry.group.dev.dependencies] ruff = ">=0.1.5" diff --git a/tests/PKU-PosterLayout_test.py b/tests/PKU-PosterLayout_test.py index efc997e..36691a8 100644 --- a/tests/PKU-PosterLayout_test.py +++ b/tests/PKU-PosterLayout_test.py @@ -31,6 +31,13 @@ def repo_id(org_name: str, dataset_name: str) -> str: "we will skip running it on CI." ), ) +@pytest.mark.parametrize( + argnames="subset_name", + argvalues=( + "default", + "ralf", + ), +) @pytest.mark.parametrize( argnames=( "expected_num_train", @@ -39,12 +46,35 @@ def repo_id(org_name: str, dataset_name: str) -> str: argvalues=((9974, 905),), ) def test_load_dataset( - dataset_path: str, expected_num_train: int, expected_num_test, repo_id: str + dataset_path: str, + subset_name: str, + expected_num_train: int, + expected_num_test, ): - dataset = ds.load_dataset(path=dataset_path, token=True) + dataset = ds.load_dataset(path=dataset_path, name=subset_name, token=True) assert isinstance(dataset, ds.DatasetDict) assert dataset["train"].num_rows == expected_num_train assert dataset["test"].num_rows == expected_num_test - # dataset.push_to_hub(repo_id=repo_id, private=True) + +@pytest.mark.parametrize( + argnames="subset_name", + argvalues=( + "default", + "ralf", + ), +) +def test_push_to_hub( + repo_id: str, + subset_name: str, + dataset_path: str, +): + dataset = ds.load_dataset( + path=dataset_path, + name=subset_name, + rename_category_names=True, + ) + assert isinstance(dataset, ds.DatasetDict) + + dataset.push_to_hub(repo_id=repo_id, config_name=subset_name, private=True) From f289477300a0d81080c55b4f30eb99d8326191e8 Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Thu, 19 Sep 2024 20:36:28 +0900 Subject: [PATCH 2/7] update --- PKU-PosterLayout.py | 17 +++++++++++------ 1 file changed, 11 insertions(+), 6 deletions(-) diff --git a/PKU-PosterLayout.py b/PKU-PosterLayout.py index db131c1..3ffd1cf 100644 --- a/PKU-PosterLayout.py +++ b/PKU-PosterLayout.py @@ -40,11 +40,11 @@ _CITATION = """\ @inproceedings{hsu2023posterlayout, - title={PosterLayout: A New Benchmark and Approach for Content-aware Visual-Textual Presentation Layout}, - author={Hsu, Hsiao Yuan and He, Xiangteng and Peng, Yuxin and Kong, Hao and Zhang, Qing}, - booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition}, - pages={6018--6026}, - year={2023} + title={PosterLayout: A New Benchmark and Approach for Content-aware Visual-Textual Presentation Layout}, + author={Hsu, Hsiao Yuan and He, Xiangteng and Peng, Yuxin and Kong, Hao and Zhang, Qing}, + booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition}, + pages={6018--6026}, + year={2023} } """ @@ -172,10 +172,15 @@ def ralf_style_example( assert len(old_saliency_maps) == len(new_saliency_maps) assert len(new_saliency_maps) == len(saliency_testers) + annotations = example["annotations"] + # If there are no annotations, it is a test data, so return it as it is. + if annotations is None: + return example + original_image = example["original_poster"] image_w, image_h = original_image.size - poster_path = example["annotations"][0]["poster_path"] + poster_path = annotations[0]["poster_path"] def get_pku_layout_elements( annotations, image_w: int, image_h: int From aee146f52803e16fedd6e55bedbcc7d9fdcadaa4 Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Thu, 19 Sep 2024 23:19:08 +0900 Subject: [PATCH 3/7] update --- PKU-PosterLayout.py | 40 ++++++++++++++++++++++------------ tests/PKU-PosterLayout_test.py | 6 +---- 2 files changed, 27 insertions(+), 19 deletions(-) diff --git a/PKU-PosterLayout.py b/PKU-PosterLayout.py index 3ffd1cf..3c30cc3 100644 --- a/PKU-PosterLayout.py +++ b/PKU-PosterLayout.py @@ -169,19 +169,6 @@ def ralf_style_example( from ralfpt.transforms import has_valid_area, load_from_pku_ltrb from ralfpt.typehints import Element - assert len(old_saliency_maps) == len(new_saliency_maps) - assert len(new_saliency_maps) == len(saliency_testers) - - annotations = example["annotations"] - # If there are no annotations, it is a test data, so return it as it is. - if annotations is None: - return example - - original_image = example["original_poster"] - image_w, image_h = original_image.size - - poster_path = annotations[0]["poster_path"] - def get_pku_layout_elements( annotations, image_w: int, image_h: int ) -> List[Element]: @@ -204,12 +191,37 @@ def get_pku_layout_elements( return elements + assert len(old_saliency_maps) == len(new_saliency_maps) + assert len(new_saliency_maps) == len(saliency_testers) + + annotations = example["annotations"] + is_test = annotations is None + # # Remove the old saliency maps # for old_sal_map in old_saliency_maps: del example[old_sal_map] + # If there are no annotations, it is a test data, so return it as it is. + if is_test: + image = example["canvas"] + + saliency_maps = apply_saliency_detection( + image=image, + saliency_testers=saliency_testers, # type: ignore + ) + + for new_sal_map, sal_map in zip(new_saliency_maps, saliency_maps): + example[new_sal_map] = sal_map + + return example + + image = example["original_poster"] + image_w, image_h = image.size + + poster_path = annotations[0]["poster_path"] + # # Get layout elements # @@ -231,7 +243,7 @@ def get_pku_layout_elements( # Apply RALF-style inpainting # inpainted_image = apply_inpainting( - image=original_image, elements=elements, inpainter=inpainter + image=image, elements=elements, inpainter=inpainter ) example["inpainted_poster"] = inpainted_image diff --git a/tests/PKU-PosterLayout_test.py b/tests/PKU-PosterLayout_test.py index 36691a8..0b21f9b 100644 --- a/tests/PKU-PosterLayout_test.py +++ b/tests/PKU-PosterLayout_test.py @@ -70,11 +70,7 @@ def test_push_to_hub( subset_name: str, dataset_path: str, ): - dataset = ds.load_dataset( - path=dataset_path, - name=subset_name, - rename_category_names=True, - ) + dataset = ds.load_dataset(path=dataset_path, name=subset_name, token=True) assert isinstance(dataset, ds.DatasetDict) dataset.push_to_hub(repo_id=repo_id, config_name=subset_name, private=True) From d8095f5d12d4bfbfa02e9717193bf50636a0adba Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Thu, 19 Sep 2024 23:26:30 +0900 Subject: [PATCH 4/7] update --- PKU-PosterLayout.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/PKU-PosterLayout.py b/PKU-PosterLayout.py index 3c30cc3..88944cb 100644 --- a/PKU-PosterLayout.py +++ b/PKU-PosterLayout.py @@ -277,11 +277,15 @@ def get_salient_maps(self) -> Sequence[str]: raise ValueError("Invalid config name") def get_saliency_testers(self) -> Optional[Sequence[str]]: - if self.name == "ralf": + if self.name == "default": + return None + elif self.name == "ralf": return [ "creative-graphic-design/ISNet-general-use", "creative-graphic-design/BASNet-SmartText", ] + else: + raise ValueError(f"Invalid config name: {self.name}") def __post_init__(self): super().__post_init__() From 883bdac3236af63889192e8b8005ef3bb078ffcf Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Thu, 19 Sep 2024 23:31:56 +0900 Subject: [PATCH 5/7] update --- tests/PKU-PosterLayout_test.py | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/tests/PKU-PosterLayout_test.py b/tests/PKU-PosterLayout_test.py index 0b21f9b..9e0a7b0 100644 --- a/tests/PKU-PosterLayout_test.py +++ b/tests/PKU-PosterLayout_test.py @@ -58,6 +58,13 @@ def test_load_dataset( assert dataset["test"].num_rows == expected_num_test +@pytest.mark.skipif( + condition=bool(os.environ.get("CI", False)), + reason=( + "Because this loading script downloads a large dataset, " + "we will skip running it on CI." + ), +) @pytest.mark.parametrize( argnames="subset_name", argvalues=( From c12e54fd88aea389c1e66e1480d68ce0be3efb3d Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Fri, 20 Sep 2024 00:17:35 +0900 Subject: [PATCH 6/7] update --- PKU-PosterLayout.py | 4 +--- tests/PKU-PosterLayout_test.py | 38 ++++++++++++++++++++++++++++++++++ 2 files changed, 39 insertions(+), 3 deletions(-) diff --git a/PKU-PosterLayout.py b/PKU-PosterLayout.py index 88944cb..eacf569 100644 --- a/PKU-PosterLayout.py +++ b/PKU-PosterLayout.py @@ -205,10 +205,8 @@ def get_pku_layout_elements( # If there are no annotations, it is a test data, so return it as it is. if is_test: - image = example["canvas"] - saliency_maps = apply_saliency_detection( - image=image, + image=example["canvas"], saliency_testers=saliency_testers, # type: ignore ) diff --git a/tests/PKU-PosterLayout_test.py b/tests/PKU-PosterLayout_test.py index 9e0a7b0..6a97952 100644 --- a/tests/PKU-PosterLayout_test.py +++ b/tests/PKU-PosterLayout_test.py @@ -76,8 +76,46 @@ def test_push_to_hub( repo_id: str, subset_name: str, dataset_path: str, + seed: int = 19950815, ): dataset = ds.load_dataset(path=dataset_path, name=subset_name, token=True) assert isinstance(dataset, ds.DatasetDict) + if subset_name == "ralf": + # + # Rename `test` (with no annotation) to `no_annotation` + # + no_annotation_dataset = dataset["test"] + + # + # Split the dataset into train:valid:test = 8:1:1 + # + # First, split train into train and test at 8:2 + tng_tst_set = dataset["train"].train_test_split(test_size=0.2, seed=seed) + # Then, split test into valid and test at 1:1 ratio to make train:valid:test = 8:1:1 + val_tst_set = tng_tst_set["test"].train_test_split(test_size=0.5, seed=seed) + + # Reorganize the split dataset + tng_dataset = tng_tst_set["train"] + val_dataset = val_tst_set["train"] + tst_dataset = val_tst_set["test"] + + dataset = ds.DatasetDict( + train=tng_dataset, + validation=val_dataset, + test=tst_dataset, + no_annotation=no_annotation_dataset, + ) + + # Check if the split is correct + assert ( + tng_dataset.num_rows == 7787 + and val_dataset.num_rows == 973 + and tst_dataset.num_rows == 974 + and no_annotation_dataset.num_rows == 905 + ), dataset + + # + # Push the dataset to the huggingface hub + # dataset.push_to_hub(repo_id=repo_id, config_name=subset_name, private=True) From c67648707545da2cb58c8663158585eb96c26b36 Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Fri, 20 Sep 2024 12:59:30 +0900 Subject: [PATCH 7/7] update --- PKU-PosterLayout.py | 12 +- README.md | 4 + poetry.lock | 318 ++++++++++++++++----------------- pyproject.toml | 4 +- tests/PKU-PosterLayout_test.py | 12 +- 5 files changed, 172 insertions(+), 178 deletions(-) diff --git a/PKU-PosterLayout.py b/PKU-PosterLayout.py index eacf569..2a8772c 100644 --- a/PKU-PosterLayout.py +++ b/PKU-PosterLayout.py @@ -269,7 +269,7 @@ def get_default_salieny_maps(self) -> Sequence[str]: def get_salient_maps(self) -> Sequence[str]: if self.name == "default": return self.get_default_salieny_maps() - elif self.name == "ralf": + elif self.name == "ralf-style": return ["saliency_map", "saliency_map_sub"] else: raise ValueError("Invalid config name") @@ -277,7 +277,7 @@ def get_salient_maps(self) -> Sequence[str]: def get_saliency_testers(self) -> Optional[Sequence[str]]: if self.name == "default": return None - elif self.name == "ralf": + elif self.name == "ralf-style": return [ "creative-graphic-design/ISNet-general-use", "creative-graphic-design/BASNet-SmartText", @@ -306,10 +306,11 @@ class PosterLayoutDataset(ds.GeneratorBasedBuilder): BUILDER_CONFIG_CLASS = PosterLayoutConfig BUILDER_CONFIGS = [ PosterLayoutConfig(name="default", version=VERSION), - PosterLayoutConfig(name="ralf", version=VERSION), + PosterLayoutConfig(name="ralf-style", version=VERSION), ] def _info(self) -> ds.DatasetInfo: + config: PosterLayoutConfig = self.config # type: ignore base_features = { "original_poster": ds.Image(), "inpainted_poster": ds.Image(), @@ -322,8 +323,7 @@ def _info(self) -> ds.DatasetInfo: } if self.config.name == "default" else { - "saliency_map": ds.Image(), - "saliency_map_sub": ds.Image(), + **{col: ds.Image() for col in config.saliency_maps}, } ) annotation_features = { @@ -520,7 +520,7 @@ def _generate_ralf_style(generator): if config.name == "default": yield from _generate_default(generator) - elif config.name == "ralf": + elif config.name == "ralf-style": yield from _generate_ralf_style(generator) else: diff --git a/README.md b/README.md index f503924..8ea2837 100644 --- a/README.md +++ b/README.md @@ -82,6 +82,10 @@ The language data in PKU-PosterLayout is in Chinese ([BCP-47 zh](https://www.rfc import datasets as ds dataset = ds.load_dataset("creative-graphic-design/PKU-PosterLayout") + +# or you can download RALF (https://arxiv.org/abs/2311.13602)-style preprocessed dataset +dataset = ds.load_dataset("creative-graphic-design/PKU-PosterLayout", name="ralf-style") + ``` ### Data Fields diff --git a/poetry.lock b/poetry.lock index 383cee9..dfdb6a7 100644 --- a/poetry.lock +++ b/poetry.lock @@ -2,34 +2,34 @@ [[package]] name = "accelerate" -version = "0.32.1" +version = "0.34.2" description = "Accelerate" optional = false python-versions = ">=3.8.0" files = [ - {file = "accelerate-0.32.1-py3-none-any.whl", hash = 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"optax (>=0.0.8,<=0.1.4)", "scipy (<1.13.0)"] flax-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"] ftfy = ["ftfy"] -integrations = ["optuna", "ray[tune]", "sigopt"] +integrations = ["optuna", "ray[tune] (>=2.7.0)", "sigopt"] ja = ["fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "rhoknp (>=1.1.0,<1.3.1)", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)"] modelcreation = ["cookiecutter (==1.7.3)"] -natten = ["natten (>=0.14.6)"] +natten = ["natten (>=0.14.6,<0.15.0)"] onnx = ["onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "tf2onnx"] onnxruntime = ["onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)"] optuna = ["optuna"] -quality = ["GitPython (<3.1.19)", "black (>=23.1,<24.0)", "datasets (!=2.5.0)", "hf-doc-builder (>=0.3.0)", "isort (>=5.5.4)", "ruff (>=0.0.241,<=0.0.259)", "urllib3 (<2.0.0)"] -ray = ["ray[tune]"] +quality = ["GitPython (<3.1.19)", "datasets (!=2.5.0)", "isort (>=5.5.4)", "ruff (==0.5.1)", "urllib3 (<2.0.0)"] +ray = ["ray[tune] (>=2.7.0)"] retrieval = ["datasets (!=2.5.0)", "faiss-cpu"] +ruff = ["ruff (==0.5.1)"] sagemaker = ["sagemaker (>=2.31.0)"] sentencepiece = ["protobuf", "sentencepiece (>=0.1.91,!=0.1.92)"] -serving = ["fastapi", "pydantic (<2)", "starlette", "uvicorn"] +serving = ["fastapi", "pydantic", "starlette", "uvicorn"] sigopt = ["sigopt"] sklearn = ["scikit-learn"] speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"] -testing = ["GitPython (<3.1.19)", "beautifulsoup4", "black (>=23.1,<24.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "parameterized", "protobuf", "psutil", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "tensorboard", "timeout-decorator"] -tf = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx"] -tf-cpu = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow-cpu (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx"] +testing = ["GitPython (<3.1.19)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "nltk", "parameterized", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"] +tf = ["keras-nlp (>=0.3.1,<0.14.0)", "onnxconverter-common", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx"] +tf-cpu = ["keras (>2.9,<2.16)", "keras-nlp (>=0.3.1,<0.14.0)", "onnxconverter-common", "tensorflow-cpu (>2.9,<2.16)", "tensorflow-probability (<0.24)", "tensorflow-text (<2.16)", "tf2onnx"] tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"] -timm = ["timm"] -tokenizers = ["tokenizers (>=0.14,<0.19)"] -torch = ["accelerate (>=0.20.3)", "torch (>=1.10,!=1.12.0)"] +timm = ["timm (<=0.9.16)"] +tokenizers = ["tokenizers (>=0.19,<0.20)"] +torch = ["accelerate (>=0.21.0)", "torch"] torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"] -torch-vision = ["Pillow (<10.0.0)", "torchvision"] -torchhub = ["filelock", "huggingface-hub (>=0.16.4,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.14,<0.19)", "torch (>=1.10,!=1.12.0)", "tqdm (>=4.27)"] +torch-vision = ["Pillow (>=10.0.1,<=15.0)", "torchvision"] +torchhub = ["filelock", "huggingface-hub (>=0.23.2,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.19,<0.20)", "torch", "tqdm (>=4.27)"] video = ["av (==9.2.0)", "decord (==0.6.0)"] -vision = ["Pillow (<10.0.0)"] +vision = ["Pillow (>=10.0.1,<=15.0)"] [[package]] name = "triton" @@ -2403,4 +2393,4 @@ multidict = ">=4.0" [metadata] lock-version = "2.0" python-versions = "^3.10" -content-hash = "b788e49fb5d0597d8ee89027ff78807010cbb7106e10479e719779b476f8bf0a" +content-hash = "943530ac6c1903659ea706cc793a432c92d791d19fe85cf3612492b09d040fc5" diff --git a/pyproject.toml b/pyproject.toml index 56d1d9e..5e59ab7 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -9,7 +9,7 @@ package-mode = false [tool.poetry.dependencies] python = "^3.10" datasets = { extras = ["vision"], version = ">=1.0.0" } -ralf-preprocessing-tools = { git = "https://github.com/creative-graphic-design/ralf-preprocessing-tools.git", rev = "initialize", extras = [ +ralf-preprocessing-tools = { git = "https://github.com/creative-graphic-design/ralf-preprocessing-tools.git", extras = [ "lama", ] } @@ -22,7 +22,7 @@ pytest = ">=6.0.0" mypy = ">=1.0.0" [tool.mypy] -python_version = "3.9" +python_version = "3.10" ignore_missing_imports = true [build-system] diff --git a/tests/PKU-PosterLayout_test.py b/tests/PKU-PosterLayout_test.py index 6a97952..30ac3b5 100644 --- a/tests/PKU-PosterLayout_test.py +++ b/tests/PKU-PosterLayout_test.py @@ -35,7 +35,7 @@ def repo_id(org_name: str, dataset_name: str) -> str: argnames="subset_name", argvalues=( "default", - "ralf", + "ralf-style", ), ) @pytest.mark.parametrize( @@ -69,7 +69,7 @@ def test_load_dataset( argnames="subset_name", argvalues=( "default", - "ralf", + "ralf-style", ), ) def test_push_to_hub( @@ -81,7 +81,7 @@ def test_push_to_hub( dataset = ds.load_dataset(path=dataset_path, name=subset_name, token=True) assert isinstance(dataset, ds.DatasetDict) - if subset_name == "ralf": + if subset_name == "ralf-style": # # Rename `test` (with no annotation) to `no_annotation` # @@ -109,9 +109,9 @@ def test_push_to_hub( # Check if the split is correct assert ( - tng_dataset.num_rows == 7787 - and val_dataset.num_rows == 973 - and tst_dataset.num_rows == 974 + tng_dataset.num_rows == 7979 + and val_dataset.num_rows == 997 + and tst_dataset.num_rows == 998 and no_annotation_dataset.num_rows == 905 ), dataset