{"id":18657267,"url":"https://github.com/thealoneprogrammer/diabetic-retinopathy","last_synced_at":"2025-06-22T17:07:12.969Z","repository":{"id":40684026,"uuid":"272844184","full_name":"thealoneprogrammer/diabetic-retinopathy","owner":"thealoneprogrammer","description":"A Django application developped for classification of a diabetes complication that affects eyes","archived":false,"fork":false,"pushed_at":"2024-10-20T15:05:30.000Z","size":2156,"stargazers_count":102,"open_issues_count":3,"forks_count":23,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-06-22T17:07:06.231Z","etag":null,"topics":["8th-semester","classification","diabetic-retinopathy","diabetic-retinopathy-detection","diabetic-retinopathy-prediction","django","final-year-project","final-year-project-using-ml","iris","keras","machine-learning","machinelearning","major-project","python","python3","retina","retinal-images","retinopathy","tensorflow","vtu"],"latest_commit_sha":null,"homepage":"","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/thealoneprogrammer.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,"publiccode":null,"codemeta":null}},"created_at":"2020-06-17T00:52:27.000Z","updated_at":"2025-06-19T10:19:22.000Z","dependencies_parsed_at":"2024-07-21T03:24:20.281Z","dependency_job_id":"e1043475-97d0-4f50-8913-6fcfcd4e353c","html_url":"https://github.com/thealoneprogrammer/diabetic-retinopathy","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/thealoneprogrammer/diabetic-retinopathy","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thealoneprogrammer%2Fdiabetic-retinopathy","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thealoneprogrammer%2Fdiabetic-retinopathy/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thealoneprogrammer%2Fdiabetic-retinopathy/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thealoneprogrammer%2Fdiabetic-retinopathy/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/thealoneprogrammer","download_url":"https://codeload.github.com/thealoneprogrammer/diabetic-retinopathy/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thealoneprogrammer%2Fdiabetic-retinopathy/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261330126,"owners_count":23142482,"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":["8th-semester","classification","diabetic-retinopathy","diabetic-retinopathy-detection","diabetic-retinopathy-prediction","django","final-year-project","final-year-project-using-ml","iris","keras","machine-learning","machinelearning","major-project","python","python3","retina","retinal-images","retinopathy","tensorflow","vtu"],"created_at":"2024-11-07T07:27:22.615Z","updated_at":"2025-06-22T17:07:07.926Z","avatar_url":"https://github.com/thealoneprogrammer.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"## [Download project report and dataset here](https://bit.ly/3WyeTxb)\n\nInstructions to be followed\n--------------------------------------------------\n\nInstall the below required packages:\n\ndjango - (pip install django)\ntensorflow - (pip install tensorflow)\npillow - (pip install pillow || pip install PIL)\nnumpy (pip install numpy)\n\n===================================================\n\nConfiguration to be made:\n\nInside diabetic_retinopathy -\u003e settings.py at last you have to put your local path to output directory currently it is my local path \n\n===================================================\n\nNote: \n\nCurrently the models have been trained using tesnsorflow keras you can find the models inside diab_retina_app -\u003e model folder\n\n===================================================\n\nTo execute the project run the below command:\n\npython manage.py runserver\n\n===================================================\n\nInput:\n\nchoose the test image from the test directory given inside the project ie; diab_retina_app-\u003etest\nTraining images are not included in the folder since it's a large collection \nThe same images you have sent have been used for training\n\n===================================================\n\nYou are free to edit the front-end/processing logic as per your need\n\n===================================================\n\n## [Download project report and dataset here](https://bit.ly/3WyeTxb)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthealoneprogrammer%2Fdiabetic-retinopathy","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthealoneprogrammer%2Fdiabetic-retinopathy","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthealoneprogrammer%2Fdiabetic-retinopathy/lists"}