{"id":20377598,"url":"https://github.com/reshalfahsi/myqlanet","last_synced_at":"2026-04-11T09:02:13.963Z","repository":{"id":133660242,"uuid":"257206446","full_name":"reshalfahsi/myqlanet","owner":"reshalfahsi","description":"A Deep Learning Platform for Macula Detection","archived":false,"fork":false,"pushed_at":"2021-01-09T17:05:31.000Z","size":678,"stargazers_count":2,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-12-05T01:41:52.384Z","etag":null,"topics":["deep-learning","ggb-color","gui","macula","macula-detection","medical-image-processing","pyqt5","python","pytorch"],"latest_commit_sha":null,"homepage":"","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/reshalfahsi.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":"2020-04-20T07:38:07.000Z","updated_at":"2021-04-13T21:02:35.000Z","dependencies_parsed_at":null,"dependency_job_id":"aa13dc61-f090-44c9-a1bd-515100ac96ae","html_url":"https://github.com/reshalfahsi/myqlanet","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/reshalfahsi/myqlanet","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/reshalfahsi%2Fmyqlanet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/reshalfahsi%2Fmyqlanet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/reshalfahsi%2Fmyqlanet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/reshalfahsi%2Fmyqlanet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/reshalfahsi","download_url":"https://codeload.github.com/reshalfahsi/myqlanet/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/reshalfahsi%2Fmyqlanet/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31674624,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-11T08:18:19.405Z","status":"ssl_error","status_checked_at":"2026-04-11T08:17:08.892Z","response_time":54,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["deep-learning","ggb-color","gui","macula","macula-detection","medical-image-processing","pyqt5","python","pytorch"],"created_at":"2024-11-15T01:45:47.278Z","updated_at":"2026-04-11T09:02:13.926Z","avatar_url":"https://github.com/reshalfahsi.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"[![Build Status](https://travis-ci.com/reshalfahsi/myqlanet.svg?token=VeywGWKntUx4TytDJzYs\u0026branch=master)](https://travis-ci.org/reshalfahsi/myqlanet)\n# MyQLaNet\n\n\u003cdiv align=\"center\"\u003e\n  \u003cimg src=\"https://i.ibb.co/K0qkr9g/MyQLaNet.png\" width = 200\u003e\n\u003c/div\u003e\n\n\nA Deep Learning Platform for Macula Detection.\n\nIt provides end to end system for macula detection with graphical user interface.\n\n![alt text](resources/img/gui.jpg)\n\n\n## Dependencies\n\n* Ubuntu Linux (OS)\n* PyQt5 (GUI)\n* Python \u003e 3.x (Programming Language)\n* PyTorch (Machine Learning Framework)\n* OpenCV and scikit-image (Computer Vision Framework)\n\n\n## Installation\n\n~~~\nsudo apt install pyqt5-dev-tools\nsudo pip3 install -r requirements.txt --no-cache-dir\npython3 app.py\n~~~\n\n\n## Working with the Library\n\nInstead of using GUI, you can code from the scratch:\n\n```python\n\nfrom myqlanet import *\n\n# path to the important config file\ndataset_path = '/path/to/dataset'\nannotation_path = '/path/to/annotation'\nweight_path = '/path/to/weight'\n\n# create MyQLaNet model\nmodel = MyQLaNet()\n\n# create dataset\ndataset = MaculaDataset(annotation_path, dataset_path)\n\n# training time!\nmodel.compile(dataset)\nmodel.fit(weight_path)\n\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Freshalfahsi%2Fmyqlanet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Freshalfahsi%2Fmyqlanet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Freshalfahsi%2Fmyqlanet/lists"}