{"id":16392314,"url":"https://github.com/m-romanenko/dog-project","last_synced_at":"2026-05-06T06:39:28.394Z","repository":{"id":240211958,"uuid":"155698961","full_name":"m-romanenko/dog-project","owner":"m-romanenko","description":"Dog breed classifier","archived":false,"fork":false,"pushed_at":"2019-01-12T14:47:07.000Z","size":58324,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-01-03T21:27:08.825Z","etag":null,"topics":["cnn","keras","python","transfer-learning","xception"],"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/m-romanenko.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":"CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-11-01T10:31:55.000Z","updated_at":"2023-08-23T00:40:04.000Z","dependencies_parsed_at":"2024-05-17T11:05:45.626Z","dependency_job_id":null,"html_url":"https://github.com/m-romanenko/dog-project","commit_stats":null,"previous_names":["m-romanenko/dog-project"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/m-romanenko%2Fdog-project","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/m-romanenko%2Fdog-project/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/m-romanenko%2Fdog-project/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/m-romanenko%2Fdog-project/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/m-romanenko","download_url":"https://codeload.github.com/m-romanenko/dog-project/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240245904,"owners_count":19771028,"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":["cnn","keras","python","transfer-learning","xception"],"created_at":"2024-10-11T04:49:34.752Z","updated_at":"2026-05-06T06:39:28.329Z","avatar_url":"https://github.com/m-romanenko.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"[//]: # (Image References)\n\n[image1]: ./my_images/example_brittany.PNG \"Example Output: Brittany\"\n[image2]: ./my_images/example_cat.PNG \"Example Output: Cat\"\n\n\n## Dog Classification Project\n\nGiven an image of a dog, this algorithm will identify an estimate of the canine’s breed. If supplied an image of a human, the code will identify the resembling dog breed.  \n\n\n![Sample Output: Brittany][image1]\n\nIf supplied an image of something other than a dog or a human, the algorithm will know that, too:\n\n![Sample Output: Cat][image2]\n\n\n### Instructions\n\n1. The dog dataset can be downloaded [here](https://s3-us-west-1.amazonaws.com/udacity-aind/dog-project/dogImages.zip). You should then extract it to `path/to/dog-project/dogImages`. \n\n2. The human dataset can be downloaded [here](https://s3-us-west-1.amazonaws.com/udacity-aind/dog-project/lfw.zip). You should then extract it at location `path/to/dog-project/lfw`. \n\n3. Finally, download the [VGG-16 bottleneck features](https://s3-us-west-1.amazonaws.com/udacity-aind/dog-project/DogVGG16Data.npz) for the dog dataset and place it to `path/to/dog-project/bottleneck_features`.\n\n4. You can now run the Jupyter notebook [dog_app.ipynb](./dog_app.ipynb) and train the model! \n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fm-romanenko%2Fdog-project","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fm-romanenko%2Fdog-project","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fm-romanenko%2Fdog-project/lists"}