---
tags:
  - vision
  - image-to-image
  - endpoints-template
inference: false
pipeline_tag: image-to-image
base_model: timbrooks/instruct-pix2pix
library_name: generic
---

## timbrooks/instruct-pix2pix to deploy with Inference Endpoints

Expected payload:

```python
def predict(path_to_image, prompt):
    with open(path_to_image, "rb") as i:
        b64 = base64.b64encode(i.read()).decode()
    payload = {
        "inputs": b64,
        "parameters": { 
            "prompt": prompt
        }
    }
    response = r.post(
        ENDPOINT_URL, json=payload, headers={"Content-Type": "application/json"}
    )
    return response.json()
```

Call it with:
```python
resp = predict(
    path_to_image="car.png", 
    prompt="make the car green"
)
img = Image.open(BytesIO(base64.b64decode(resp)))
```