Fix readme

README.md

@@ -1,60 +1,11 @@
-# Image Transfer and Upscaling API
-This service provides APIs to perform image upscaling and style transfer (Monet style) using Machine Learning models. The project is built using Flask, a lightweight WSGI web application framework.
-
-
-```bash
-git clone <repository-url>
-cd <project-directory>
-Install the dependencies using pip.
-```
-```bash
-pip install -r requirements.txt
-```
-## Running the Application
-Run the application with the following command:
-
-```bash
- python3 -m flask run --host=0.0.0.0
-```
-The application should start and be accessible at localhost:5000.
-
-## API Endpoints
-The application exposes two API endpoints:
-
-```/monet```: POST endpoint which accepts an image file and returns the image stylized in the style of Monet paintings.
-
-```/upscale```: POST endpoint which accepts an image file and returns the upscaled version of the image.
-#File Structure
-```app.py```: This is the main application file which runs the Flask application and defines the API endpoints.
-```models/models.py```: This file contains the model loading and prediction functions.
-## models/models.py
-```tensor_to_image(tensor)```: Converts a TensorFlow tensor to an image and saves it to 'upscaled_image.jpg'.
-
-```request_to_image(request)```: Converts a Flask request object containing an image to a numpy array.
-
-```_monet(image, upscale=False)```: Accepts an image as input and returns the image stylized in the style of Monet paintings.
-
-```_upscale(image)```: Accepts an image as input and returns the upscaled version of the image.
-## Sending Requests to the API
-For both endpoints, the image file should be included in the request as form data with the key 'image'. Here is an example using curl:
-
-```bash
-Copy code
-curl -X POST -F "image=@<image-file-path>" http://localhost:5000/monet
-```
-```bash
-Copy code
-curl -X POST -F "image=@<image-file-path>" http://localhost:5000/upscale
-Replace <image-file-path> with the path to your image file.
-```
-## Notes
-The model files for the Monet style transfer (models/monet_generator) are not included in this repository. You need to download them separately and place them in the correct location.
-Contributing
-Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
-
-## License
-MIT
-
-docker buildx build --platform linux/amd64,linux/arm64 -t joshuapeddle/imagetransfer-server:0.0.2 --push .
-
-docker run -p 5000:5000 joshuapeddle/imagetransfer-server:0.0.2
+---
+title: ImageTransfer Server
+emoji: 🐠
+colorFrom: indigo
+colorTo: indigo
+sdk: docker
+pinned: false
+license: openrail
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference