{"id":22141020,"url":"https://github.com/aleksandarbuk/dogvision","last_synced_at":"2026-05-14T23:10:23.051Z","repository":{"id":200582455,"uuid":"701864566","full_name":"AleksandarBuk/DogVision","owner":"AleksandarBuk","description":"Neural Networks dog breed classifier model developed on Google Collab from Kaggle Dog Breed Identificator dataset.","archived":false,"fork":false,"pushed_at":"2024-02-28T19:11:47.000Z","size":21563,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-01-29T16:29:30.496Z","etag":null,"topics":["google-colab","tensorflow","tensorflow-hub"],"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/AleksandarBuk.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}},"created_at":"2023-10-07T19:35:50.000Z","updated_at":"2024-07-16T17:40:23.000Z","dependencies_parsed_at":null,"dependency_job_id":"270eb22e-1024-4578-b82e-4c321ab302fd","html_url":"https://github.com/AleksandarBuk/DogVision","commit_stats":null,"previous_names":["aleksandarbuk/dogvision"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AleksandarBuk%2FDogVision","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AleksandarBuk%2FDogVision/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AleksandarBuk%2FDogVision/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AleksandarBuk%2FDogVision/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AleksandarBuk","download_url":"https://codeload.github.com/AleksandarBuk/DogVision/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245258214,"owners_count":20585977,"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":["google-colab","tensorflow","tensorflow-hub"],"created_at":"2024-12-01T21:09:16.994Z","updated_at":"2026-05-14T23:10:18.032Z","avatar_url":"https://github.com/AleksandarBuk.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Dog Breed Classifier\n\nThis is a dog breed classifier neural networks model that was developed using the dataset from the Kaggle competition [Dog Breed Identification](https://www.kaggle.com/c/dog-breed-identification).\n\n## Overview\n\nI created this model as a late submission to test its accuracy in identifying dog breeds. The project utilizes various tools and technologies to build a neural network for dog breed classification.\n\n## Tools Used\n\nThe following tools and libraries were used in the development of this model:\n\n- TensorFlow\n- Keras\n- TensorFlow Hub\n- Matplotlib\n- NumPy\n- Pandas\n- Flask (for deploying the model)\n- Google Cloud (for model training)\n\n## Google Colab\n\nThe initial development and training of this model were done on Google Colab. You can find the Colab notebook in the repository, which details the model's architecture and training process.\n\n## Link to Google Colab:\n* https://colab.research.google.com/drive/123imCLNR11obedYVACASwUQhT2RvLDqX?usp=sharing\n\n## How to Use\n\nIf you would like to try out this model locally or deploy it on your own, you can follow the instructions in the documentation or source code. Feel free to reach out for any questions or feedback.\n\n## License\n\nThis project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.\n\n---\n\n**Note:** The deployed model link is currently unavailable.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faleksandarbuk%2Fdogvision","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faleksandarbuk%2Fdogvision","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faleksandarbuk%2Fdogvision/lists"}