{"id":13738593,"url":"https://github.com/jsbroks/imantics","last_synced_at":"2025-05-16T15:03:32.405Z","repository":{"id":41390304,"uuid":"165451783","full_name":"jsbroks/imantics","owner":"jsbroks","description":":camera: Reactive python package for managing, creating and visualizing different deep-learning image annotation formats","archived":false,"fork":false,"pushed_at":"2023-11-19T22:53:48.000Z","size":3074,"stargazers_count":367,"open_issues_count":23,"forks_count":69,"subscribers_count":9,"default_branch":"master","last_synced_at":"2025-05-15T21:52:00.842Z","etag":null,"topics":["annotation-formats","computer-vision","image","image-processing","machine-learning","python","segmentation","visualization"],"latest_commit_sha":null,"homepage":"https://imantics.rtfd.io","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jsbroks.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2019-01-13T00:53:22.000Z","updated_at":"2025-05-10T07:28:10.000Z","dependencies_parsed_at":"2024-01-18T17:43:17.702Z","dependency_job_id":"79a1d236-c40e-4038-87ef-df89fea07236","html_url":"https://github.com/jsbroks/imantics","commit_stats":{"total_commits":109,"total_committers":10,"mean_commits":10.9,"dds":0.2018348623853211,"last_synced_commit":"3cd652688d0a51424543b3fa3190fc89e8d3fb16"},"previous_names":[],"tags_count":13,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jsbroks%2Fimantics","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jsbroks%2Fimantics/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jsbroks%2Fimantics/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jsbroks%2Fimantics/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jsbroks","download_url":"https://codeload.github.com/jsbroks/imantics/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254553937,"owners_count":22090416,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["annotation-formats","computer-vision","image","image-processing","machine-learning","python","segmentation","visualization"],"created_at":"2024-08-03T03:02:28.488Z","updated_at":"2025-05-16T15:03:32.350Z","avatar_url":"https://github.com/jsbroks.png","language":"Python","readme":"# Image Semantics\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"/jsbroks/imantics/stargazers\"\u003e\n    \u003cimg src=\"https://img.shields.io/github/stars/jsbroks/imantics.svg\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"/jsbroks/imantics/issues\"\u003e\n    \u003cimg src=\"https://img.shields.io/github/issues/jsbroks/imantics.svg\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://tldrlegal.com/license/mit-license\"\u003e\n    \u003cimg src=\"https://img.shields.io/github/license/mashape/apistatus.svg\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://travis-ci.org/jsbroks/imantics\"\u003e\n    \u003cimg src=\"https://travis-ci.org/jsbroks/imantics.svg?branch=master\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://imantics.readthedocs.io/en/latest/?badge=latest\"\u003e\n    \u003cimg src=\"https://readthedocs.org/projects/imantics/badge/?version=latest\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://pypi.org/project/imantics/\"\u003e\n    \u003cimg src=\"https://img.shields.io/pypi/v/imantics.svg\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://pypi.org/project/imantics/\"\u003e\n    \u003cimg src=\"https://img.shields.io/pypi/dm/imantics.svg\"\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\nImage understanding is widely used in many areas like satellite imaging, robotic technologies, sensory networks, medical and biomedical imaging, intelligent transportation systems, etc. Recently semantic analysis has become an active research topic aimed at resolving the gap between low level image features and high level semantics which is a promoting approach in image understanding.\n\nWith many image annotation semantics existing in the field of computer vision, it can become daunting to manage. This package provides the ability to convert and visualize many different types of annotation formats for object dectection and localization.\n\nCurrently Support Formats:\n\n- COCO Format\n- Binary Masks\n- YOLO\n- VOC\n\n\n\u003cp align=\"center\"\u003eJoin our growing \u003ca href=\"https://discord.gg/4zP5Qkj\"\u003ediscord community\u003c/a\u003e of ML practitioner\u003c/p\u003e\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://discord.gg/4zP5Qkj\"\u003e\n    \u003cimg src=\"https://discord.com/assets/e4923594e694a21542a489471ecffa50.svg\" width=\"120\"\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\n\u003cbr /\u003e\n\n\u003cp align=\"center\"\u003eIf you enjoy my work please consider supporting me\u003c/p\u003e\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://www.patreon.com/jsbroks\"\u003e\n    \u003cimg src=\"https://c5.patreon.com/external/logo/become_a_patron_button@2x.png\" width=\"120\"\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\n## Installing\n\n```\npip install imantics\n```\n","funding_links":["https://www.patreon.com/jsbroks"],"categories":["🎯 Object Detection \u0026 Segmentation","Python"],"sub_categories":["🏷️ Annotation Tools \u0026 Converters"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjsbroks%2Fimantics","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjsbroks%2Fimantics","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjsbroks%2Fimantics/lists"}