datadreamer

View on PyPIReverse Dependencies (0)

0.2.1 datadreamer-0.2.1-py3-none-any.whl

Wheel Details

Project: datadreamer
Version: 0.2.1
Filename: datadreamer-0.2.1-py3-none-any.whl
Download: [link]
Size: 112223
MD5: 8def8f32c9d4a19ae8c82946643a063f
SHA256: 19601fd5f3948d06db847177ec8fce25e0314ad3bf9c1cdb156de655bcfabe5d
Uploaded: 2025-02-17 14:14:55 +0000

dist-info

METADATA

Metadata-Version: 2.2
Name: datadreamer
Version: 0.2.1
Summary: A library for dataset generation and knowledge extraction from foundation computer vision models.
Maintainer-Email: Luxonis <support[at]luxonis.com>
Project-Url: Homepage, https://github.com/luxonis/datadreamer
License: Apache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 1. Definitions. "License" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document. "Licensor" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License. "Legal Entity" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity. "You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this License. "Source" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files. "Object" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types. "Work" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below). "Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof. "Contribution" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, "submitted" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as "Not a Contribution." "Contributor" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work. 2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form. 3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed. 4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions: (a) You must give any other recipients of the Work or Derivative Works a copy of this License; and (b) You must cause any modified files to carry prominent notices stating that You changed the files; and (c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and (d) If the Work includes a "NOTICE" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License. You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License. 5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions. 6. Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file. 7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License. 8. Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages. 9. Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS APPENDIX: How to apply the Apache License to your work. To apply the Apache License to your work, attach the following boilerplate notice, with the fields enclosed by brackets "[]" replaced with your own identifying information. (Don't include the brackets!) The text should be enclosed in the appropriate comment syntax for the file format. We also recommend that a file or class name and description of purpose be included on the same "printed page" as the copyright notice for easier identification within third-party archives. Copyright 2023 Luxonis 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.
Keywords: computer vision,AI,machine learning,generative models
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Development Status :: 3 - Alpha
Classifier: Programming Language :: Python :: 3.8
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Image Processing
Classifier: Topic :: Scientific/Engineering :: Image Recognition
Requires-Python: >=3.8
Requires-Dist: torch (<=2.5.1,>=2.0.0)
Requires-Dist: torchvision (>=0.16.0)
Requires-Dist: transformers (>=4.45.2)
Requires-Dist: diffusers (>=0.31.0)
Requires-Dist: compel (>=2.0.0)
Requires-Dist: tqdm (>=4.0.0)
Requires-Dist: Pillow (>=9.0.0)
Requires-Dist: numpy (>=1.22.0)
Requires-Dist: matplotlib (>=3.6.0)
Requires-Dist: opencv-python (>=4.7.0)
Requires-Dist: accelerate (>=0.25.0)
Requires-Dist: scipy (>=1.10.0)
Requires-Dist: bitsandbytes (>=0.42.0)
Requires-Dist: nltk (>=3.8.1)
Requires-Dist: luxonis-ml[all] (>=0.6.1)
Requires-Dist: python-box (>=7.1.1)
Requires-Dist: gcsfs (>=2023.1.0)
Requires-Dist: sentencepiece (>=0.2.0)
Requires-Dist: optimum-quanto (>=0.2.6)
Requires-Dist: huggingface_hub (>=0.28.1)
Requires-Dist: loguru (>=0.7.0)
Requires-Dist: pycocotools (>=2.0.7)
Requires-Dist: sam2 (>=1.1.0)
Requires-Dist: pre-commit (>=3.2.1); extra == "dev"
Requires-Dist: toml (>=0.10.2); extra == "dev"
Provides-Extra: dev
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 17505 characters]

WHEEL

Wheel-Version: 1.0
Generator: setuptools (75.8.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
datadreamer/__init__.py sha256=2_rJo9exZikqsdlnnadgaBESrbEp4XE1dag7hqFQasY 58
datadreamer/dataset_annotation/__init__.py sha256=pd_UMBcxcCvm60Aq6t_5TZcCF-L53RV-1ZJJ-2pDjOo 559
datadreamer/dataset_annotation/aimv2_annotator.py sha256=7u__mDcJhwl4y5q6wh7dPxDSBpGDZM-ECVgMKGrhtvQ 2520
datadreamer/dataset_annotation/clip_annotator.py sha256=ug3U6w-QimKvUPd5oFEsB9bLIUgu_B4e1hotA0imopQ 2248
datadreamer/dataset_annotation/cls_annotator.py sha256=7xzoqbHxLRxs5kJ7vVOxmXdBVInI-X57bWQippMsX8w 4688
datadreamer/dataset_annotation/image_annotator.py sha256=MWib4quboECMvsLRJAcO4jokh7wJ0kL1QGaa84L1sFU 1310
datadreamer/dataset_annotation/owlv2_annotator.py sha256=Avj5EUrXN9sjSVIEORjQaYU9w2W7ObkmATRQFZ_VjYc 16346
datadreamer/dataset_annotation/sam2_annotator.py sha256=n7czBCuecl5jWXtxQG6v_arlA2WG5hKvubU20zcn4XQ 5113
datadreamer/dataset_annotation/slimsam_annotator.py sha256=Xu-9lWzu_jCO-kFfe59bI_ByRxoEYoKRIeDvX5f_Rts 5687
datadreamer/dataset_annotation/utils.py sha256=iaDM7i_Lat-MDzP81L6BqV8eazy3k7d2B0hJda2G_7I 2617
datadreamer/image_generation/__init__.py sha256=Wg-t_zRA4NkKyyQgRfsjW5JIU1d0pQuQJO4wxhwHlCE 508
datadreamer/image_generation/clip_image_tester.py sha256=hzG6loZzay34vLBWHYxyQDR70cu1hOmCUWfK5P4bULI 5056
datadreamer/image_generation/image_generator.py sha256=XkSRniba6v69OCLrPOOQbrz5wgrWDB44NvsD5nBsx4A 7317
datadreamer/image_generation/sdxl_image_generator.py sha256=Wg0JG-ZsmRsTPrKSQs20yRpNTZmZBtHosBkeA8UG3RY 7497
datadreamer/image_generation/sdxl_lightning_image_generator.py sha256=H2eZP2XKsnU6No6YWJ6B4JVGFnO48ppjY2eF0YafqVc 6424
datadreamer/image_generation/sdxl_turbo_image_generator.py sha256=B254nrErUhZrj6qZf1OpGXuvvGaug_Emcyp4EUrwH8Y 5437
datadreamer/image_generation/shuttle_3_image_generator.py sha256=zN551PbnGWDYmSjUY8BtuKCY7WbwXoBgNmoujrYQhMI 5119
datadreamer/pipelines/__init__.py sha256=U4S_2y3zgLZVfMenHRaJFBW8yqh2mUBuI291LGQVOJ8 35
datadreamer/pipelines/generate_dataset_from_scratch.py sha256=9YECXcCmcGP0w_X64eGB3Jud7RUgnOdwp0FyyOO0NKI 26710
datadreamer/prompt_generation/__init__.py sha256=ZXxC1aH-tFFx4ZSBKerAktUsFFwhVpwRh823_88pIdQ 653
datadreamer/prompt_generation/lm_prompt_generator.py sha256=CEllwP7Xbsf33FgJBWtCusjme2Aqv8GZDgMsT7Q9efk 10069
datadreamer/prompt_generation/lm_synonym_generator.py sha256=V9Poc-2uihak6Tji8oimHdc6-TqOo7A6RswSL38VdSg 6011
datadreamer/prompt_generation/profanity_filter.py sha256=b_n87Sma6UqYiz2Pl5pe5burKIyP5Hxef-TjBV3yIpI 6971
datadreamer/prompt_generation/prompt_generator.py sha256=m5pTEC89Dblt9v0UMjEGpCksI9IRknSoR_EdcxayN3M 3016
datadreamer/prompt_generation/qwen2_lm_prompt_generator.py sha256=jMa_6ytyhoqV0wwdyUtJkw_dlKm9Cx0U7QATN6S0oio 7101
datadreamer/prompt_generation/simple_prompt_generator.py sha256=dHa2FQYE_tHmU_ZQeu5QFRsKM1vRbJmQV_iWsly3O_c 2517
datadreamer/prompt_generation/synonym_generator.py sha256=Z5-16mzusyApklHMVcr_xGxS_ZvMdxNCq5CP3Aav204 3096
datadreamer/prompt_generation/tinyllama_lm_prompt_generator.py sha256=5sM-uEqASIIVU9OyLdNte18012hNU3Cmq9KB5nItN5w 6765
datadreamer/prompt_generation/wordnet_synonym_generator.py sha256=Qpn9FEYJZVzHzuha2zvLdz61GRtwln-Pm07dr-jhy7k 2023
datadreamer/utils/__init__.py sha256=xu6omUK37ux0KjjEG9l9opquOD7WFOoePBHIoR4a_b4 530
datadreamer/utils/bad_words.py sha256=e0tw2JExVNrIcwfjsGGk_oetRMsEtdu75PoIhHMSA5U 15170
datadreamer/utils/base_converter.py sha256=V2ua9iqzLQFXCGem44wWJxRUKwqVQ2p3cmzuqLCWg90 2799
datadreamer/utils/coco_converter.py sha256=kEhBkLmJx-KUnJWfmXBqxG6YaONvEu8-XOLB-IzEhwY 7806
datadreamer/utils/config.py sha256=YkNwbzj2nSAqLJ96SziabRgS8pP5bwfdQravA0rQXQc 2565
datadreamer/utils/convert_dataset.py sha256=VD1ddoQbaEWMK6zxAyBf5x7D9hF7p0vLr9md_UJxq00 4898
datadreamer/utils/dataset_utils.py sha256=BZABVQ_4lDYZVqZdPDj3V6-3E2iuEofXYcaAPAJEJxo 1671
datadreamer/utils/luxonis_dataset_converter.py sha256=49KPwI8KROF6w-Mci03UPqzksstpsR8J1JodjL8VXUE 7286
datadreamer/utils/merge_raw_datasets.py sha256=n3S51yGiqSyP6tpnvEwM8n8s6EeL1RBRUNOdY0KtHfg 3840
datadreamer/utils/nms.py sha256=bTmYyVH4UraUMuw0YWshio4ffEASaDVGLiqOEDSuLcc 5366
datadreamer/utils/single_label_cls_converter.py sha256=-SW77SVMvad9J9McVZBt6ITL0ZaxwRx7FCMimf4xjf0 4627
datadreamer/utils/voc_converter.py sha256=DjzGOf2lx3vPl83NvIE2wa23wDMbcZxSrUB4QDZYvaU 10943
datadreamer/utils/yolo_converter.py sha256=QlorLFgPyQ9pM8TJUMlMxbKjKKG_PbRG2CT3VtibV5w 8701
examples/image_annotation_example.py sha256=loci__Ul-xLWtURmJAygxhvYO1iKXdXZ-5cvvkA6MkQ 1790
examples/image_generation_example.py sha256=qBl9qtmAfZx9kPjY3O_klMO2bCBSEgnlSfkUBCtB9nQ 1588
examples/measure_batched_prompt_gen_speed.py sha256=0b-l-7Db9oDo8DJ9DRoEtmYMf2EPUCZdM5jT0UXeJYc 2343
examples/prompt_generation_example.py sha256=6aSxyDMHkxj-bPscc69Rp2P8GKIQLa8Tk2umZ-2jmMs 334
examples/visualize_detection_dataset.py sha256=nKmrzsJErhUyq4CM-enXP6mqhttEKtrDLHOm_HWoe_A 4582
tests/core_tests/integration/test_pipeline.py sha256=EO-reiT5wIC4rCU4vPwdN6WdQ3zdLLzOtgBRlDbmNts 7415
tests/core_tests/unittests/test_annotators.py sha256=wSZsO6tHnzSeM0uJCdvbNUeLkELASfcto1hg_x-6xSw 10614
tests/core_tests/unittests/test_converters.py sha256=OWGJftAWf4FG3mRJaZP0_z0eGbc5km4NmpQJh0WvzW4 17830
tests/core_tests/unittests/test_image_generation.py sha256=52bBsTkNG3oSI9y9fIuTkiEHQDiS3xgc-894XXGPUnY 4298
tests/core_tests/unittests/test_pipeline_arguments.py sha256=xru6vh8mGlMwfZnW94WMs6QJTaBtdco-Xdg3hNAQXuE 6204
tests/core_tests/unittests/test_prompt_generation.py sha256=gimNmHZNnF9ERgByGAbMXXmds5VmVzWlFQm6SvLvm3o 6341
tests/core_tests/unittests/test_utils.py sha256=OylV2dwx39KFr_s9Jb3yO70LrDwmaYGaOV7lvOfooYc 7031
tests/heavy_tests/integration/test_pipeline_heavy.py sha256=WwM6sIZYblQHXuzKoJVv8kiChHmswYarXjqnoNNpFAs 51549
tests/heavy_tests/unittests/test_image_generation_heavy.py sha256=o9Nxll0Yb4F_1gHcas8Jg9Hdh4Wx3JUxZQomoGZxeaE 2623
tests/heavy_tests/unittests/test_prompt_generation_heavy.py sha256=4CcjwMmRteB8JXyH4tA933H1sfihHos_8Fs0djoCkeI 3252
tools/autogenerate_requirements.py sha256=AO2P264TGFAUmPumBQRhUUqD9PCM4jBna-rGTu8k6tA 606
datadreamer-0.2.1.dist-info/LICENSE sha256=O2FHof19TCC10-LjL5pVXZESXqJyWwh9webDNRUmnMU 11337
datadreamer-0.2.1.dist-info/METADATA sha256=vmwvMU9M5E4I9Wfm7U7vt4GvSjRy203RbWZySeQJSzc 32348
datadreamer-0.2.1.dist-info/WHEEL sha256=In9FTNxeP60KnTkGw7wk6mJPYd_dQSjEZmXdBdMCI-8 91
datadreamer-0.2.1.dist-info/entry_points.txt sha256=1aN_BvGHXclnvda0PAREEDiE0F3GAkIHDmx6kzQQHpE 89
datadreamer-0.2.1.dist-info/top_level.txt sha256=Tqj_30_3rN3cFqw8DK-CZw-76yc3jRmtS2FR8tJ8r1w 33
datadreamer-0.2.1.dist-info/RECORD

top_level.txt

datadreamer
examples
tests
tools

entry_points.txt

datadreamer = datadreamer.pipelines.generate_dataset_from_scratch:main