Spaces:
Sleeping
Sleeping
File size: 2,097 Bytes
9368698 d0681c4 425ed00 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 |
---
title: Kraken OCR on Samaritan Manuscripts
emoji: 📜
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 5.33.0
app_file: app.py
pinned: false
---
# Kraken OCR on Samaritan Manuscripts - Gradio App
This is a Gradio web application for OCR on Samaritan Manuscripts.
## Setup
1. Install requirements:
```bash
pip install -r requirements.txt
```
2. Place your models:
- Put segmentation models (`.mlmodel` files) in `app/models/seg/`
- Put recognition models (`.mlmodel` files) in `app/models/rec/`
## Running the App
```bash
python app.py
```
## Usage
1. Select segmentation and recognition models from the dropdown menus
2. Upload an image file (supported formats: PNG, JPG, JPEG, TIF, TIFF)
3. Click "Process Image" to run OCR
4. View the results and download the XML output
## Features
- Dynamic model selection
- Image preview
- XML output display
- Download processed results
- Error handling and progress indicators
## Hugging Face Space Configuration
To run this app on Hugging Face Spaces, you need to:
1. Create a new Space with Gradio SDK
2. Add the following files to your Space:
- `app.py`
- `requirements.txt`
- `models/` directory with your models
- `templates/` directory with your templates
3. Make sure your `requirements.txt` includes:
```
gradio>=4.0.0
kraken
Pillow
numpy
opencv-python
jinja2
```
4. The Space should be configured with:
- Python 3.10 runtime
- GPU if available
- At least 8GB RAM
5. Your Space's `app.py` should be in the root directory, not in an `app/` subdirectory
6. Update the model paths in `app.py` to use relative paths:
```python
MODELS_DIR = Path("models")
SEG_MODELS_DIR = MODELS_DIR / "seg"
REC_MODELS_DIR = MODELS_DIR / "rec"
```
7. Make sure all model files are included in your Space's repository
## Troubleshooting
If you encounter issues on Hugging Face Spaces:
1. Check the Space logs for errors
2. Verify all model files are present
3. Ensure all dependencies are in `requirements.txt`
4. Check file permissions and paths
5. Make sure the app is running on the correct port (7860)
|