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| # π¦ Hugging Face Deployment - File Checklist | |
| ## β Files Created for Deployment | |
| ### Core Application Files | |
| - β **app.py** - Gradio interface with OCR processing | |
| - β **requirements.txt** - Python dependencies (Gradio + eDOCr2) | |
| - β **packages.txt** - System dependencies (Tesseract, Poppler) | |
| - β **README.md** - Space description with YAML frontmatter | |
| - β **.gitattributes** - Git LFS configuration for model files | |
| ### Documentation | |
| - β **DEPLOYMENT.md** - Complete deployment guide | |
| - β **run_local.bat** - Windows quick start script | |
| - β **run_local.sh** - Linux/Mac quick start script | |
| ### Required Folders | |
| - β **edocr2/** - Main package (already exists) | |
| - β **edocr2/tools/** - OCR pipelines | |
| - β **edocr2/keras_ocr/** - OCR models | |
| - β οΈ **edocr2/models/** - Model files (MUST DOWNLOAD) | |
| - β **tests/test_samples/** - Example drawings (optional) | |
| ## π΄ IMPORTANT: Download Model Files | |
| Before deploying, download these 4 files and place in `edocr2/models/`: | |
| 1. **recognizer_gdts.keras** (67.2 MB) | |
| 2. **recognizer_gdts.txt** (85 bytes) | |
| 3. **recognizer_dimensions_2.keras** (67.2 MB) | |
| 4. **recognizer_dimensions_2.txt** (42 bytes) | |
| **Download from:** https://github.com/javvi51/edocr2/releases/tag/v1.0.0 | |
| ## π Pre-Deployment Checklist | |
| ### Local Testing | |
| - [ ] Models downloaded and placed in `edocr2/models/` | |
| - [ ] Run `python app.py` locally | |
| - [ ] Test with sample images | |
| - [ ] Verify all outputs (image, JSON, ZIP) | |
| ### Hugging Face Setup | |
| - [ ] Hugging Face account created | |
| - [ ] Git LFS installed | |
| - [ ] New Space created on Hugging Face | |
| ### File Verification | |
| - [ ] All files present in folder | |
| - [ ] Model files in correct location | |
| - [ ] `.gitattributes` configured for LFS | |
| - [ ] `README.md` has YAML frontmatter | |
| ## π Deployment Steps | |
| ### 1. Download Models | |
| **Windows PowerShell:** | |
| ```powershell | |
| cd edocr2-main | |
| New-Item -ItemType Directory -Force -Path edocr2\models | |
| cd edocr2\models | |
| Invoke-WebRequest -Uri "https://github.com/javvi51/edocr2/releases/download/v1.0.0/recognizer_gdts.keras" -OutFile "recognizer_gdts.keras" | |
| Invoke-WebRequest -Uri "https://github.com/javvi51/edocr2/releases/download/v1.0.0/recognizer_gdts.txt" -OutFile "recognizer_gdts.txt" | |
| Invoke-WebRequest -Uri "https://github.com/javvi51/edocr2/releases/download/v1.0.0/recognizer_dimensions_2.keras" -OutFile "recognizer_dimensions_2.keras" | |
| Invoke-WebRequest -Uri "https://github.com/javvi51/edocr2/releases/download/v1.0.0/recognizer_dimensions_2.txt" -OutFile "recognizer_dimensions_2.txt" | |
| cd ..\.. | |
| ``` | |
| **Linux/Mac:** | |
| ```bash | |
| cd edocr2-main | |
| mkdir -p edocr2/models | |
| cd edocr2/models | |
| wget https://github.com/javvi51/edocr2/releases/download/v1.0.0/recognizer_gdts.keras | |
| wget https://github.com/javvi51/edocr2/releases/download/v1.0.0/recognizer_gdts.txt | |
| wget https://github.com/javvi51/edocr2/releases/download/v1.0.0/recognizer_dimensions_2.keras | |
| wget https://github.com/javvi51/edocr2/releases/download/v1.0.0/recognizer_dimensions_2.txt | |
| cd ../.. | |
| ``` | |
| ### 2. Test Locally (Optional but Recommended) | |
| **Windows:** | |
| ```bash | |
| run_local.bat | |
| ``` | |
| **Linux/Mac:** | |
| ```bash | |
| chmod +x run_local.sh | |
| ./run_local.sh | |
| ``` | |
| Open: http://localhost:7860 | |
| ### 3. Create Hugging Face Space | |
| 1. Go to https://huggingface.co/spaces | |
| 2. Click "Create new Space" | |
| 3. Settings: | |
| - Name: `edocr2` (or your choice) | |
| - License: MIT | |
| - SDK: Gradio | |
| - Hardware: CPU Basic (free) | |
| ### 4. Clone Space Repository | |
| ```bash | |
| git clone https://huggingface.co/spaces/YOUR_USERNAME/edocr2 | |
| cd edocr2 | |
| ``` | |
| ### 5. Copy Files | |
| **Windows:** | |
| ```bash | |
| xcopy /E /I C:\path\to\edocr2-main\* . | |
| ``` | |
| **Linux/Mac:** | |
| ```bash | |
| cp -r /path/to/edocr2-main/* . | |
| ``` | |
| ### 6. Setup Git LFS | |
| ```bash | |
| git lfs install | |
| git lfs track "*.keras" | |
| git add .gitattributes | |
| ``` | |
| ### 7. Commit and Push | |
| ```bash | |
| git add . | |
| git commit -m "Initial deployment of eDOCr2" | |
| git push origin main | |
| ``` | |
| **Note:** Upload may take 5-10 minutes for large model files. | |
| ### 8. Wait for Build | |
| - Go to your Space URL | |
| - Wait 5-10 minutes for build | |
| - Check "Logs" tab for errors | |
| ## β Verification | |
| Once deployed: | |
| - [ ] Space shows Gradio interface | |
| - [ ] Models load successfully (check logs) | |
| - [ ] Can upload images | |
| - [ ] Processing works | |
| - [ ] Results display correctly | |
| - [ ] Download ZIP works | |
| ## π― Your Space URL | |
| After deployment, your Space will be at: | |
| ``` | |
| https://huggingface.co/spaces/YOUR_USERNAME/edocr2 | |
| ``` | |
| ## π Expected Performance | |
| ### CPU Basic (Free) | |
| - Processing time: 20-30 seconds per image | |
| - Memory: 2 GB RAM | |
| - Cost: FREE | |
| ### T4 GPU (Paid) | |
| - Processing time: 5-10 seconds per image | |
| - Memory: 16 GB RAM | |
| - Cost: $0.60/hour | |
| ## π Common Issues | |
| ### "Models not found" | |
| - Ensure models are in `edocr2/models/` | |
| - Check Git LFS tracked the files | |
| - Verify file names are correct | |
| ### "Out of memory" | |
| - Upgrade to GPU hardware | |
| - Or reduce `max_img_size` in app.py | |
| ### "Build failed" | |
| - Check logs for specific error | |
| - Verify all dependencies in requirements.txt | |
| - Ensure packages.txt has system deps | |
| ## π Resources | |
| - **Deployment Guide**: See `DEPLOYMENT.md` | |
| - **Hugging Face Docs**: https://huggingface.co/docs/hub/spaces | |
| - **Gradio Docs**: https://gradio.app/docs | |
| - **Original Repo**: https://github.com/javvi51/edocr2 | |
| ## π Success! | |
| Once deployed, share your Space: | |
| ``` | |
| π https://huggingface.co/spaces/YOUR_USERNAME/edocr2 | |
| ``` | |
| --- | |
| **Questions?** Check `DEPLOYMENT.md` for detailed troubleshooting. | |