{"id":17490247,"url":"https://github.com/hoanglayor/handwritten-digit-recognition","last_synced_at":"2025-04-10T18:32:41.445Z","repository":{"id":258443598,"uuid":"873918060","full_name":"HoangLayor/Handwritten-Digit-Recognition","owner":"HoangLayor","description":"Handwritten Digit Recognition using simple DL model","archived":false,"fork":false,"pushed_at":"2024-10-22T03:42:18.000Z","size":50871,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-10-23T05:39:38.440Z","etag":null,"topics":["fastapi","handwritten-digit-recognition","pytorch","streamlit"],"latest_commit_sha":null,"homepage":"https://hoanglayor-handwritten-digit--streamlit-appstreamlit-app-jmbim3.streamlit.app/","language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003e# Handwritten Digit Recognition using PyTorch\n\u003e\u003eThis project trains a simple DL model on the MNIST dataset to recognize handwritten digits.\n\n## Installation\n```python\npip install -r requirements.txt\n```\n----\n# ***Training \u0026 Evaluation***\n```\n📂 src\n├── 📂 checkpoints\n│   ├── 📂 checkpoint_1\n│   └── 📂 checkpoint_2\n├── 📂 data\n│   ├── 📂 MNIST\n│   └── 📄 dataset.py\n├── 📂 models\n│   └── 📄 model.py\n├── 📂 test_images\n│   ├── 📄 00.png\n│   ├── 📄 01.png\n│   └── ...\n├── 📂 training\n│   ├── 📄 evaluation.py\n│   └── 📄 train.py\n├── 📂 utils\n│   └── 📄 utils.py\n├── 📄 main.py\n└── 📄 mnist.ipynb\n```\n__Train \u0026 Eval__\n```python\npython src/main.py\n```\n----\n# ***Deploy***\n## API\n```\n📂 api_app\n├── 📂 models\n│   └── 📄 model.py\n├── 📂 utils\n│   ├── 📄 preprocess.py\n│   └── 📄 utils.py\n├── 📄 api.py\n├── 📄 inference.py\n└── 📄 run.py\n```\n__Run FastAPI__\n```python\npython api_app/run.py\n```\n- [127.0.0.1:8000](http://127.0.0.1:8000/docs)\n## Streamlit\n```\n📂 streamlit_app\n├── 📂 models\n│   └── 📄 model.py\n├── 📂 utils\n│   ├── 📄 predict.py\n│   ├── 📄 preprocess.py\n│   └── 📄 utils.py\n└── 📄 streamlit_app.py\n```\n__Run streamlit app__\n```python\nstreamlit run streamlit_app/streamlit_app.py\n```\n- [https://hoanglayor-handwritten-digit--streamlit-appstreamlit-app-jmbim3.streamlit.app/](https://hoanglayor-handwritten-digit--streamlit-appstreamlit-app-jmbim3.streamlit.app/)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhoanglayor%2Fhandwritten-digit-recognition","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhoanglayor%2Fhandwritten-digit-recognition","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhoanglayor%2Fhandwritten-digit-recognition/lists"}