{"id":48625164,"url":"https://github.com/lapix-ufsc/dl-tutorials","last_synced_at":"2026-04-09T04:19:42.563Z","repository":{"id":47405137,"uuid":"513508240","full_name":"lapix-ufsc/dl-tutorials","owner":"lapix-ufsc","description":"This repository contains demonstrations done with deep learning computer vision models.","archived":false,"fork":false,"pushed_at":"2025-08-11T20:56:58.000Z","size":5840,"stargazers_count":6,"open_issues_count":5,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-09-04T22:42:34.382Z","etag":null,"topics":["computer-vision","deep-learning","image-classfication","instance-segmentation","machine-learning","object-detection","panoptic-segmentation","semantic-segmentation"],"latest_commit_sha":null,"homepage":"https://lapix-ufsc.github.io/dl-tutorials/","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/lapix-ufsc.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2022-07-13T12:14:29.000Z","updated_at":"2024-11-12T01:00:33.000Z","dependencies_parsed_at":"2024-04-06T00:22:12.245Z","dependency_job_id":"7e89cf98-fec3-4934-adcc-1e0f4059062e","html_url":"https://github.com/lapix-ufsc/dl-tutorials","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/lapix-ufsc/dl-tutorials","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lapix-ufsc%2Fdl-tutorials","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lapix-ufsc%2Fdl-tutorials/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lapix-ufsc%2Fdl-tutorials/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lapix-ufsc%2Fdl-tutorials/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lapix-ufsc","download_url":"https://codeload.github.com/lapix-ufsc/dl-tutorials/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lapix-ufsc%2Fdl-tutorials/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31585473,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-08T14:31:17.711Z","status":"online","status_checked_at":"2026-04-09T02:00:06.848Z","response_time":112,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["computer-vision","deep-learning","image-classfication","instance-segmentation","machine-learning","object-detection","panoptic-segmentation","semantic-segmentation"],"created_at":"2026-04-09T04:19:41.727Z","updated_at":"2026-04-09T04:19:42.555Z","avatar_url":"https://github.com/lapix-ufsc.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"Deep Learning tutorials\n================\n\n\u003c!-- WARNING: THIS FILE WAS AUTOGENERATED! DO NOT EDIT! --\u003e\n\n## Content\n\nThis package/repository is not a library, but a set of tutorials using\nseveral libraries with models and utilities for computer vision using\ndeep learning.\n\nThese tutorials were built in a way that their contents are\nself-contained, and that they can be used as a basis for other\nexperiments.\n\nThe tutorials will cover models and tools for semantic segmentation,\nobject detection, image classification, tracking, augmentation, model\nevaluation, among other topics.\n\n## Datasets\n\nThese tutorials are the fruit of different Lapix researchers, who\nthroughout their masters or doctoral degrees developed several computer\nvision datasets.\n\nTherefore, these tutorials were created from experiments using the\nfollowing datasets:\n\n1.  [CCAgT: Images of Cervical Cells with AgNOR Stain\n    Technique](https://doi.org/10.17632/wg4bpm33hj.2)\n2.  [Clouds-1000](https://doi.org/10.17632/4pw8vfsnpx.2)\n3.  [UFSC OCPap: Papanicolaou Stained Oral Cytology Dataset\n    (v4)](https://doi.org/10.17632/dr7ydy9xbk.2)\n\n## Authors\n\n|             Name             | GitHub                                           | Orcid                                                        |\n|:----------------------------:|--------------------------------------------------|--------------------------------------------------------------|\n|     Aldo von Wangenheim      | [@awangenh](https://github.com/awangenh)         | [0000-0003-4532-1417](https://orcid.org/0000-0003-4532-1417) |\n| João Gustavo Atkinson Amorim | [@johnnv1](http://github.com/johnnv1)            | [0000-0003-3361-6891](https://orcid.org/0000-0003-3361-6891) |\n|    André Victória Matias     | [@andrevmatias](https://github.com/andrevmatias) | [0000-0003-0268-0233](https://orcid.org/0000-0003-0268-0233) |\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flapix-ufsc%2Fdl-tutorials","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flapix-ufsc%2Fdl-tutorials","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flapix-ufsc%2Fdl-tutorials/lists"}