{"id":22211617,"url":"https://github.com/kwokhing/udacity-project-dog-classification","last_synced_at":"2025-09-21T23:43:11.132Z","repository":{"id":189295800,"uuid":"226093463","full_name":"KwokHing/Udacity-Project-Dog-Classification","owner":"KwokHing","description":"This project from the Udacity Deep Learning Nanodegree Programme deploys the use of Convolutional Neural Networks (CNN) in PyTorch to classify dog breeds.","archived":false,"fork":false,"pushed_at":"2023-08-21T03:04:43.000Z","size":6675,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-01-30T05:26:54.577Z","etag":null,"topics":["convolutional-neural-networks","deep-learning","opencv-python","pytorch","pytorch-cnn","transfer-learning"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/KwokHing.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":"2019-12-05T12:06:52.000Z","updated_at":"2023-08-21T03:04:49.000Z","dependencies_parsed_at":null,"dependency_job_id":"55db97af-0cfd-4828-b127-3c3dce98fb0f","html_url":"https://github.com/KwokHing/Udacity-Project-Dog-Classification","commit_stats":null,"previous_names":["kwokhing/udacity-project-dog-classification"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KwokHing%2FUdacity-Project-Dog-Classification","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KwokHing%2FUdacity-Project-Dog-Classification/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KwokHing%2FUdacity-Project-Dog-Classification/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KwokHing%2FUdacity-Project-Dog-Classification/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/KwokHing","download_url":"https://codeload.github.com/KwokHing/Udacity-Project-Dog-Classification/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245407763,"owners_count":20610232,"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":["convolutional-neural-networks","deep-learning","opencv-python","pytorch","pytorch-cnn","transfer-learning"],"created_at":"2024-12-02T20:35:39.742Z","updated_at":"2025-09-21T23:43:06.107Z","avatar_url":"https://github.com/KwokHing.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Udacity Project: Dog Classification\nThis project from the Udacity Deep Learning Nanodegree Programme deploys the use of Convolutional Neural Networks (CNN) in PyTorch to classify dog breeds.\n\n- PyTorch\n- Convolutional Neural Networks (CNN)\n- Data augmentation\n- OpenCV pre-trained face detectors (haarcascades \u0026 lbpcascade)\n- Pre-trained VGG-16 convolutional network\n- Transfer Learning\n\n## Getting started\nOpen `dog_app.ipynb` on a jupyter notebook environment, or Google colab. The notebook consists of further technical details.\n\n## Future Improvements\nDeploys the CNN dog classifier model as a flask or django web application \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkwokhing%2Fudacity-project-dog-classification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkwokhing%2Fudacity-project-dog-classification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkwokhing%2Fudacity-project-dog-classification/lists"}