{"id":20041046,"url":"https://github.com/lovesaroha/cat-or-dog-classification-training","last_synced_at":"2026-05-07T14:46:15.688Z","repository":{"id":219217036,"uuid":"410543652","full_name":"lovesaroha/Cat-OR-Dog-Classification-Training","owner":"lovesaroha","description":"Training a keras model to recognize real images of cats and dogs in order to classify an incoming image as one or the other.","archived":false,"fork":false,"pushed_at":"2021-09-26T18:08:51.000Z","size":15,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-12T19:23:38.361Z","etag":null,"topics":["cat-dog-classifier","keras","machine-learning","python","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/lovesaroha.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}},"created_at":"2021-09-26T12:18:22.000Z","updated_at":"2021-09-27T10:01:05.000Z","dependencies_parsed_at":"2024-01-26T05:14:19.530Z","dependency_job_id":"5afa5f50-3fba-4549-9004-2ec2dc555785","html_url":"https://github.com/lovesaroha/Cat-OR-Dog-Classification-Training","commit_stats":null,"previous_names":["lovesaroha/cat-or-dog-classification-training"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lovesaroha%2FCat-OR-Dog-Classification-Training","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lovesaroha%2FCat-OR-Dog-Classification-Training/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lovesaroha%2FCat-OR-Dog-Classification-Training/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lovesaroha%2FCat-OR-Dog-Classification-Training/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lovesaroha","download_url":"https://codeload.github.com/lovesaroha/Cat-OR-Dog-Classification-Training/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241470364,"owners_count":19968041,"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":["cat-dog-classifier","keras","machine-learning","python","tensorflow"],"created_at":"2024-11-13T10:44:59.763Z","updated_at":"2025-10-18T09:17:36.169Z","avatar_url":"https://github.com/lovesaroha.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Cat-OR-Dog-Classification-Training\nTraining a keras model to recognize real images of cats and dogs in order to classify an incoming image as one or the other.\u003cbr/\u003e\n Download images from [mledu-datasets/cats_and_dogs_filtered.zip](https://storage.googleapis.com/mledu-datasets/cats_and_dogs_filtered.zip).\u003cbr/\u003e Download inception model weights for transfer learning from [mledu-datasets/inception_v3_weights_tf_dim_ordering_tf_kernels_notop.h5](https://storage.googleapis.com/mledu-datasets/inception_v3_weights_tf_dim_ordering_tf_kernels_notop.h5)\n\n## Requirements\n- Python 3 or higher.\n\n## Packages\n\n### Numpy\n```bash\npy -m pip install numpy\n```\n\n### Tensorflow\n```bash\npy -m pip install tensorflow\n```\n\n## Start Training\n```bash\npy convolutional_neural_network.py\n```\n```bash\npy transfer_learning.py\n```\n\n\n\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flovesaroha%2Fcat-or-dog-classification-training","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flovesaroha%2Fcat-or-dog-classification-training","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flovesaroha%2Fcat-or-dog-classification-training/lists"}