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src=\"assets/logo_no_shadow-with_text-blue_background.png\" width=\"400\"/\u003e\n    \u003cbr\u003e\n\u003cp\u003e\n\u003cp align=\"center\"\u003e\n    \u003ca href=\"https://github.com/segments-ai/segments-ai/LICENSE\" style=\"text-decoration: none\"\u003e\n        \u003cimg alt=\"GitHub\" src=\"https://img.shields.io/github/license/segments-ai/segments-ai.svg?color=blue\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://github.com/segments-ai/segments-ai/releases\" style=\"text-decoration: none\"\u003e\n        \u003cimg alt=\"GitHub release\" src=\"https://img.shields.io/github/release/segments-ai/segments-ai.svg\"\u003e\n    \u003c/a\u003e\n    \u003c!-- \u003ca href=\"https://github.com/segments-ai/segments-ai/actions\" style=\"text-decoration: none\"\u003e\n        \u003cimg alt=\"Tests\" src=\"https://github.com/segments-ai/segments-ai/actions/workflows/tests.yml/badge.svg\"\u003e\n    \u003c/a\u003e --\u003e\n    \u003ca href=\"https://segments-python-sdk.readthedocs.io/en/latest/?badge=latest\" style=\"text-decoration: none\"\u003e\n        \u003cimg alt=\"Documentation\" src=\"https://readthedocs.org/projects/segments-python-sdk/badge/?version=latest\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://github.com/segments-ai/segments-ai/releases\" style=\"text-decoration: none\"\u003e\n        \u003cimg alt=\"Downloads\" src=\"https://img.shields.io/pypi/dm/segments-ai\"\u003e\n    \u003c/a\u003e\n\u003c/p\u003e\n\n[Segments.ai](https://segments.ai/) is the training data platform for computer vision engineers and labeling teams. Our powerful labeling interfaces, easy-to-use management features, and extensive API integrations help you iterate quickly between data labeling, model training and failure case discovery.\n\n![](assets/overview.jpg)\n\n## Quickstart\n\nWalk through [the Python SDK quickstart](https://docs.segments.ai/tutorials/python-sdk-quickstart).\n\n## Documentation\n\nPlease refer to [the documentation](http://segments-python-sdk.rtfd.io/) for usage instructions.\n\n## Blog\n\nRead [our blog posts](https://segments.ai/blog) to learn more about the platform.\n\n## Changelog\n\nThe most notable changes in v1.0 of the Python SDK compared to v0.73 include:\n\n- Added Python type hints and better auto-generated docs.\n- Improved error handling: functions now raise proper exceptions.\n- New functions for managing issues and collaborators.\n\nYou can upgrade to v1.0 with `pip install -—upgrade segments-ai`. Please be mindful of following breaking changes:\n\n- The client functions now return classes instead of dicts, so you should access properties using dot-based indexing (e.g. `dataset.description`) instead of dict-based indexing (e.g. `dataset[’description’]`).\n- Functions now consistently raise exceptions, instead of sometimes silently failing with a print statement. 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