{"id":22680136,"url":"https://github.com/coderooz/handwritten_digit_recognition","last_synced_at":"2025-03-29T13:43:16.166Z","repository":{"id":250000584,"uuid":"833195585","full_name":"coderooz/handwritten_digit_recognition","owner":"coderooz","description":"This project uses a Convolutional Neural Network (CNN) to recognize handwritten digits from the MNIST dataset. The model is built using TensorFlow and Keras.","archived":false,"fork":false,"pushed_at":"2024-07-24T15:07:10.000Z","size":1121,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-04T14:36:10.043Z","etag":null,"topics":["colab","handwritten-digit-recognition","image-classification","matplotlib","neural-network","numpy","python","tensorflow"],"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/coderooz.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,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-07-24T14:40:45.000Z","updated_at":"2024-07-24T15:07:13.000Z","dependencies_parsed_at":"2024-07-24T17:05:18.687Z","dependency_job_id":"5a88c207-d22c-4a73-97cb-4df9546eb25c","html_url":"https://github.com/coderooz/handwritten_digit_recognition","commit_stats":null,"previous_names":["coderooz/handwritten_digit_recognition"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/coderooz%2Fhandwritten_digit_recognition","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/coderooz%2Fhandwritten_digit_recognition/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/coderooz%2Fhandwritten_digit_recognition/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/coderooz%2Fhandwritten_digit_recognition/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/coderooz","download_url":"https://codeload.github.com/coderooz/handwritten_digit_recognition/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246193156,"owners_count":20738450,"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":["colab","handwritten-digit-recognition","image-classification","matplotlib","neural-network","numpy","python","tensorflow"],"created_at":"2024-12-09T19:12:29.865Z","updated_at":"2025-03-29T13:43:16.131Z","avatar_url":"https://github.com/coderooz.png","language":"Jupyter Notebook","readme":"# Handwritten Digit Recognition\n\n This project uses a Convolutional Neural Network (CNN) to recognize handwritten digits from the MNIST dataset. The model is built using TensorFlow and Keras.\n\n![Project Image](data/output.png) \n\n## Getting Started\n- [**Go to Colab File**](https://colab.research.google.com/drive/1_SvtJXKzthEkmM8zQCC-KI_cpm6SCsyW?usp=sharing)\n  \n**OR**\n\n 1. **Clone the repository:**\n    ```bash\n    git clone https://github.com/coderooz/handwritten_digit_recognition.git\n    cd handwritten_digit_recognition\n    ```\n\n 2. **Install dependencies:**\n    ```bash\n    pip install -r requirements.txt\n    ```\n\n 3. **Train the model:**\n    ```bash\n    python scripts/train_model.py\n    ```\n\n 4. **Evaluate the model:**\n    ```bash\n    python scripts/evaluate_model.py\n    ```\n\n ## Results\n\n The model's accuracy on the test set will be printed after evaluation.\n\n ## License\n\n This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.\n\n ## Acknowledgements\n\n - The MNIST dataset is provided by [Yann LeCun](http://yann.lecun.com/exdb/mnist/).\n\n ## Contact\n  Ranit Saha - [Coderooz](https://github.com/coderooz)\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcoderooz%2Fhandwritten_digit_recognition","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcoderooz%2Fhandwritten_digit_recognition","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcoderooz%2Fhandwritten_digit_recognition/lists"}