{"id":18785278,"url":"https://github.com/andreped/nuclei-vision-experiments","last_synced_at":"2025-12-21T17:30:24.733Z","repository":{"id":230717304,"uuid":"779993376","full_name":"andreped/nuclei-vision-experiments","owner":"andreped","description":null,"archived":false,"fork":false,"pushed_at":"2024-03-31T12:20:18.000Z","size":12503,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-02-17T17:52:23.333Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/andreped.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,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-03-31T11:47:11.000Z","updated_at":"2024-03-31T12:20:22.000Z","dependencies_parsed_at":null,"dependency_job_id":"991f29cb-64e7-4a5f-b9b7-561ed1d8145d","html_url":"https://github.com/andreped/nuclei-vision-experiments","commit_stats":null,"previous_names":["andreped/nuclei-vision-experiments"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andreped%2Fnuclei-vision-experiments","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andreped%2Fnuclei-vision-experiments/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andreped%2Fnuclei-vision-experiments/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andreped%2Fnuclei-vision-experiments/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/andreped","download_url":"https://codeload.github.com/andreped/nuclei-vision-experiments/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239701165,"owners_count":19682863,"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":[],"created_at":"2024-11-07T20:46:08.271Z","updated_at":"2025-12-21T17:30:23.527Z","avatar_url":"https://github.com/andreped.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# nuclei-vision-experiments\n\nThis is an old project from 2019, which I only uploaded to store it somewhere.\n\nThis repository contains experiments on the PanNuke dataset to perform various\ncomputer vision tasks on nuclei in histopathology images.\n\nThe tested methods were:\n* U-Net for binary and semantic segmentation\n* YOLOv1 and YOLOv3 for object detection\n* Mask R-CNN for instance segmentation\n* Watershed-based algorithm for semantic segmentation\n* Morphology-based algorithm for separating semantic segmentation of nuclei into separate instances\n* Multi-head U-Net to perform simultaneous image classification and semantic segmentation\n\n# License\n\nThis project has MIT license.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandreped%2Fnuclei-vision-experiments","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fandreped%2Fnuclei-vision-experiments","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandreped%2Fnuclei-vision-experiments/lists"}