{"id":17217885,"url":"https://github.com/mrgloom/keras-semantic-segmentation-example","last_synced_at":"2025-04-13T22:32:14.573Z","repository":{"id":69388458,"uuid":"100851645","full_name":"mrgloom/keras-semantic-segmentation-example","owner":"mrgloom","description":"Example of semantic segmentation in Keras","archived":false,"fork":false,"pushed_at":"2018-06-23T22:16:31.000Z","size":48,"stargazers_count":56,"open_issues_count":1,"forks_count":23,"subscribers_count":6,"default_branch":"master","last_synced_at":"2024-10-31T23:42:29.508Z","etag":null,"topics":["convolutional-neural-networks","deep-learning","keras","proof-of-concept","segmentation","toy-project"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mrgloom.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2017-08-20T09:37:05.000Z","updated_at":"2023-09-18T08:18:50.000Z","dependencies_parsed_at":null,"dependency_job_id":"6d4c2b97-b44a-4e02-ad01-5eff5c9ea832","html_url":"https://github.com/mrgloom/keras-semantic-segmentation-example","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrgloom%2Fkeras-semantic-segmentation-example","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrgloom%2Fkeras-semantic-segmentation-example/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrgloom%2Fkeras-semantic-segmentation-example/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrgloom%2Fkeras-semantic-segmentation-example/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrgloom","download_url":"https://codeload.github.com/mrgloom/keras-semantic-segmentation-example/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":223607919,"owners_count":17172828,"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":["convolutional-neural-networks","deep-learning","keras","proof-of-concept","segmentation","toy-project"],"created_at":"2024-10-15T03:44:55.377Z","updated_at":"2024-11-08T00:03:35.532Z","avatar_url":"https://github.com/mrgloom.png","language":"Python","funding_links":[],"categories":["Getting Started Guide"],"sub_categories":[],"readme":"# keras-semantic-segmentation-example\nExample of semantic segmentation in Keras\n\n## Single class example:\nGenerated data: random ellipse with random color on random color background and with random noise added.\n\nResult: 1st images is input image, 2nd image is ground truth mask, 3rd image is probability, 4th image is probability thresholded at 0.5.\n![alt tag](https://github.com/mrgloom/keras-semantic-segmentation-example/blob/master/misc/binary_crossentropy_result_binary_segmentation.png)\n\n## Multi-class example:\nGenerated data: first class is random ellipse with random color and second class is random rectangle with random color on random color background and with random noise added.\n\nResult: 1st images is input image, 2nd image is ground truth mask, 3rd image is probability, 4th image is probability thresholded at 0.5.\n![alt tag](https://github.com/mrgloom/keras-semantic-segmentation-example/blob/master/misc/binary_crossentropy_result_multilabel_segmentation.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmrgloom%2Fkeras-semantic-segmentation-example","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmrgloom%2Fkeras-semantic-segmentation-example","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmrgloom%2Fkeras-semantic-segmentation-example/lists"}