{"id":27266324,"url":"https://github.com/supersecurehuman/selective-kernel-networks","last_synced_at":"2025-04-11T08:47:08.088Z","repository":{"id":207929643,"uuid":"581852190","full_name":"SuperSecureHuman/Selective-Kernel-Networks","owner":"SuperSecureHuman","description":null,"archived":false,"fork":false,"pushed_at":"2023-03-13T12:43:15.000Z","size":3321,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-04-17T23:55:46.987Z","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/SuperSecureHuman.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}},"created_at":"2022-12-24T15:33:24.000Z","updated_at":"2023-11-18T13:06:34.000Z","dependencies_parsed_at":"2023-11-18T15:25:39.523Z","dependency_job_id":"e3c7be63-90ae-4629-b31d-7e8628b4c9aa","html_url":"https://github.com/SuperSecureHuman/Selective-Kernel-Networks","commit_stats":null,"previous_names":["supersecurehuman/selective-kernel-networks"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SuperSecureHuman%2FSelective-Kernel-Networks","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SuperSecureHuman%2FSelective-Kernel-Networks/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SuperSecureHuman%2FSelective-Kernel-Networks/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SuperSecureHuman%2FSelective-Kernel-Networks/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SuperSecureHuman","download_url":"https://codeload.github.com/SuperSecureHuman/Selective-Kernel-Networks/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248362953,"owners_count":21091238,"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":"2025-04-11T08:47:07.348Z","updated_at":"2025-04-11T08:47:08.079Z","avatar_url":"https://github.com/SuperSecureHuman.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Selective Kernel Networks for Chest X-Ray Classification\n\nThis repository contains the code to evaluate the performance of the Selective Kernel Networks (SKN) on the Chest X-Ray dataset. \n\n## Requirements\n\nThe code is written in Python 3.6. The required packages are listed in the requirements.txt file.\n\n## Data\n\n\u003chttps://www.kaggle.com/datasets/tawsifurrahman/covid19-radiography-database\u003e\n\n## Usage\n\ntimm_train.py deals with the training of the model using the TIMM library. This was used to get the final results.\n\nSample code to run the code:\n\n```bash\n\npython timm_train.py --learning_rate=0.00005 --epochs=30 --batch_size=32 --model=\"resnet18\" --wandb=True --data=\"/Covid_Radiography_Project/Dataset/Balanced\" --seed=10 --image_size=224\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsupersecurehuman%2Fselective-kernel-networks","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsupersecurehuman%2Fselective-kernel-networks","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsupersecurehuman%2Fselective-kernel-networks/lists"}