fast-image-studio / README.md
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---
title: Fast Image Studio
emoji: πŸš€
colorFrom: pink
colorTo: blue
sdk: gradio
sdk_version: 6.13.0
app_file: app.py
pinned: false
license: mit
short_description: fast image editing using FireRed Image Edit and gr.Server
---
# Studio 01 β€” Image Edit
A custom-frontend image editing demo powered by [FireRed-Image-Edit 1.1](https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.1) and [`gr.Server`](https://www.gradio.app/main/docs/gradio/server) on free ZeroGPU.
The Python backend exposes a single queued endpoint (`/edit_image`) and serves a hand-authored HTML/CSS/JS page at `/`. The same endpoint is also reachable via `gradio_client` and as an MCP tool.
## Files
- `app.py` β€” `gr.Server` backend with a single `@server.api` route and a homepage route.
- `index.html` β€” custom frontend, calls the backend through `@gradio/client`.
- `qwenimage/` β€” pipeline modules (copy from the upstream FireRed-Image-Edit-1.0-Fast Space).
- `requirements.txt` β€” Python deps.
## Calling from Python
```python
from gradio_client import Client, handle_file
client = Client("ysharma/firered-server-studio") # your Space ID
result = client.predict(
image=handle_file("photo.jpg"),
prompt="Convert it to black and white with subtle film grain.",
api_name="/edit_image",
)
print(result["image"]["url"], result["seed"])
```