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"https://www-users.cs.umn.edu/~helle246/","name":"Nicholas Heller","email":"helle246@umn.edu"},"license":"MIT","homepage":"https://github.com/SenteraLLC/ulabel","keywords":["image","annotation","object detection","segmentation"],"repository":{"url":"git+https://github.com/SenteraLLC/ulabel.git","type":"git"},"description":"An image annotation tool.","maintainers":[{"name":"neheller","email":"helle246@umn.edu"},{"name":"trevorburgoyne","email":"trevorburgoyne@gmail.com"},{"name":"csolberg","email":"csolbs24@gmail.com"},{"name":"joshua-dean","email":"deanx252@umn.edu"}],"readme":"# ULabel\n\nA browser-based tool for annotating images.\n\n[Demo Gif](https://ulabel.s3.us-east-2.amazonaws.com/output.gif)\n\n[Interactive Demo](https://senterallc.github.io/ulabel/)\n\n## Usage\n\nULabel is an entirely \"frontend\" tool. It can be incorporated into any HTML page using either the unpkg cdn\n\n```html\n<!-- Use minified version (recommended for production) -->\n<script src=\"https://unpkg.com/ulabel\"></script>\n\n<!-- Or use unminified version for debugging -->\n<script src=\"https://unpkg.com/ulabel/dist/ulabel.js\"></script>\n```\n\nULabel is also published on [npm](https://www.npmjs.com/package/ulabel). You can use npm to install it and serve the files from `node_modules` locally.\n\n```bash\nnpm install ulabel\n```\n\n```html\n<!-- Use minified version (recommended for production) -->\n<script src=\"/node_modules/ulabel/dist/ulabel.min.js\"></script>\n\n<!-- Or use unminified version for debugging -->\n<script src=\"/node_modules/ulabel/dist/ulabel.js\"></script>\n```\n\nOr you can import it directly in your JavaScript code:\n\n```javascript\n// Use minified version (default, recommended for production)\nimport ULabel from 'ulabel';\n\n// Or use unminified version for debugging\nimport ULabel from 'ulabel/debug';\n```\n\nAn API spec can be found [here](https://github.com/SenteraLLC/ulabel/blob/main/api_spec.md), but as a brief overview: Once the script is included in your HTML doc, you can create a ULabel annotation session as follows.\n\n```html\n<!DOCTYPE html>\n<html>\n<head>\n    <script src=\"https://unpkg.com/ulabel/dist/ulabel.js\"></script>\n</head>\n<body>\n    <div id=\"ulabel-container\" style=\"height: 800px; width: 1200px; position: absolute; top: 0; left: 0;\"></div>\n\n    <script>\n        // Specify destination\n        let container_id = \"ulabel-container\";\n\n        // Configure the annotation session\n        let classes = [\"Class 1\", \"Class 2\"];\n        let allowed_modes = [\"polygon\", \"bbox\", \"contour\"];\n        let username = \"demo_user\";\n        let image_url = \"https://tinyurl.com/y6mxeuxs\";\n\n        // Specify submit behavior\n        let on_submit = async (annotations) => {\n            // Download annotations as a json file\n            let el = document.createElement('a');\n            el.setAttribute(\"href\", 'data:text/plain;charset=utf-8,' + encodeURIComponent(JSON.stringify(annotations, null, 2)));\n            el.setAttribute(\"download\", \"annotations.json\");\n            el.style.display = 'none';\n            document.body.appendChild(el);\n            el.click();\n            document.body.removeChild(el);\n            return true;\n        };\n\n        let subtasks = {\n            \"first_task\": {\n                \"display_name\": \"Task 1\",\n                \"classes\": [\n                    {\"name\": \"Class 1\", \"color\": \"blue\", \"id\": 10},\n                    {\"name\": \"Class 2\", \"color\": \"pink\", \"id\": 11},\n                ],\n                \"allowed_modes\": [\"contour\", \"polygon\"],\n                \"resume_from\": null,\n                \"task_meta\": null,\n                \"annotation_meta\": null\n            },\n            \"second_task\": {\n                \"display_name\": \"Task 2\",\n                \"classes\": [\n                    {\"name\": \"Class 2\", \"color\": \"pink\", \"id\": 11},\n                    {\"name\": \"Class 3\", \"color\": \"green\", \"id\": 12},\n                ],\n                \"allowed_modes\": [\"bbox\", \"polygon\", \"tbar\"],\n                \"resume_from\": null,\n                \"task_meta\": null,\n                \"annotation_meta\": null,\n                \"read_only\": true\n            }\n        };\n\n        // Build and initialize the toollet ulabel = new ULabel(\n        let ulabel = new ULabel(container_id, image_url, username, on_submit, subtasks);\n        ulabel.init(function() {\n            console.log(\"ULabel is now ready\");\n        });\n\n    </script>\n</body>\n</html>\n```\n\n### Integrating in a React Project\n\nSee [ulabel-react-demo](https://github.com/joshua-dean/ulabel-react-demo/)\nfor an example of how to integrate ULabel into a React project.\n\n## Development\n\nThe recommended way to develop new features is to use the tool as if you were running the demo. For testing new API features, you can create a new HTML file in `demo/`. The server in `demo.js` runs a static server from `demo/` so it will be served at `localhost:8080/<new-file>.html` automatically.\n\n### Requirements\n\n- [npm](https://www.npmjs.com/get-npm)\n- [nodejs](https://nodejs.org/en/download/)\n\n### Install Dependencies\n\n```bash\nnpm install\n```\n\n### Development Usage\n\nYou should now be able to run the launcher from the repository root.\n\n```bash\npwd # Should be /path/to/ulabel\nnode demo.js\n```\n\n### Build\n\nThe repository ships with the built `dist/ulabel.js` file. This file is not to be edited directly. Edits should be made in the `src/` dir and the package is built with\n\n```bash\nnpm run build\n```\n\n### Linting and Formatting\n\nLinting and formatting are performed by [ESLint](https://eslint.org/)\nwith the following plugins:\n- [typescript-eslint](https://typescript-eslint.io/)\n- [ESLint Stylistic](https://eslint.style/)\n\nGit hooks are run by [husky](https://typicode.github.io/husky/).\n\n## Attribution\n\nThe three demo images were downloaded from the [CityScapes dataset](https://www.cityscapes-dataset.com/). In particular, they are sampled from the first few frames of the `leftImg8bit_demoVideo`.\n","readmeFilename":"README.md"}