{"id":31567853,"url":"https://github.com/ankitsharma-tech/digit-recognize","last_synced_at":"2025-10-06T16:17:59.605Z","repository":{"id":317420011,"uuid":"1067343373","full_name":"ankitsharma-tech/Digit-Recognize","owner":"ankitsharma-tech","description":"A machine learning model for digit recognition.","archived":false,"fork":false,"pushed_at":"2025-09-30T18:13:10.000Z","size":2861,"stargazers_count":9,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-09-30T20:11:15.590Z","etag":null,"topics":["cnn-tensorflow","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","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/ankitsharma-tech.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-09-30T18:12:38.000Z","updated_at":"2025-09-30T18:42:51.000Z","dependencies_parsed_at":"2025-10-01T10:04:22.140Z","dependency_job_id":null,"html_url":"https://github.com/ankitsharma-tech/Digit-Recognize","commit_stats":null,"previous_names":["ankitsharma-tech/digit-recognize"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/ankitsharma-tech/Digit-Recognize","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ankitsharma-tech%2FDigit-Recognize","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ankitsharma-tech%2FDigit-Recognize/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ankitsharma-tech%2FDigit-Recognize/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ankitsharma-tech%2FDigit-Recognize/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ankitsharma-tech","download_url":"https://codeload.github.com/ankitsharma-tech/Digit-Recognize/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ankitsharma-tech%2FDigit-Recognize/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":278639650,"owners_count":26020275,"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","status":"online","status_checked_at":"2025-10-06T02:00:05.630Z","response_time":65,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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-tensorflow","tensorflow"],"created_at":"2025-10-05T09:13:44.831Z","updated_at":"2025-10-06T16:17:59.600Z","avatar_url":"https://github.com/ankitsharma-tech.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🖊️ Digit Recognizer Web App\n\n🔗 **Live Demo:** [digit-recognize.onrender.com](https://digit-recognize.onrender.com)\n\n![Demo GIF](DEMO.gif)\n\nA **Flask-based web application** that serves a **machine learning model** for **digit recognition**.\nConfigured for **production deployment** on **Render** with **Gunicorn**.\n\n---\n\n## ⚙️ Technologies\n\n- **Backend:** Flask\n- **Machine Learning:** TensorFlow\n- **WSGI Server:** Gunicorn\n- **Database Connector:** Psycopg2\n- **Core Libraries:** NumPy, Matplotlib\n\n---\n\n## 📂 Project Structure\n\n```\ndigit_recognize/\n├── app.py              # Main Flask app\n├── requirements.txt    # pip dependencies\n├── render.yaml         # Render deployment config\n├── environment.yml     # (Optional) Conda env file\n├── run.sh              # Local dev setup script\n└── README.md           # Project documentation\n```\n\n---\n\n## 🚀 Running Locally\n\nThis project uses **uv** (fast Python installer), but works with any virtual environment.\n\n1. **Clone the repository**\n\n```bash\ngit clone https://github.com/ankitsharma-tech/Digit-Recognize.git\ncd Digit-Recognize\n```\n\n2. **Create \u0026 activate a virtual environment**\n\n```bash\n# For Python 3.8\npython3.8 -m venv .venv\nsource .venv/bin/activate\n```\n\n3. **Install dependencies**\n\n```bash\npip install -r requirements.txt\n```\n\n4. **Start the app**\n\n```bash\npython app.py\n```\n\nApp will be available at 👉 `http://0.0.0.0:5000`\n\n---\n\n## ☁️ Deployment on Render\n\nThis app is **deployment-ready** with `render.yaml`.\n\n1. Push code to GitHub / GitLab / Bitbucket\n2. In **Render Dashboard** → click **“New +” → “Web Service”**\n3. Connect your repo\n4. Render auto-detects `render.yaml` and applies:\n\n   - **Python:** `3.8.10`\n   - **Build Command:** `pip install -r requirements.txt`\n   - **Start Command:** `gunicorn app:app`\n\n5. Click **“Create Web Service”** → live URL provided on success 🚀\n\n---\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fankitsharma-tech%2Fdigit-recognize","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fankitsharma-tech%2Fdigit-recognize","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fankitsharma-tech%2Fdigit-recognize/lists"}