| --- |
| tags: |
| - vision |
| - image-to-text |
| - endpoints-template |
| inference: false |
| pipeline_tag: image-to-text |
| base_model: Salesforce/blip-image-captioning-base |
| library_name: generic |
| --- |
| |
| # Fork of [Salesforce/blip-image-captioning-base](https://huggingface.co/Salesforce/blip-image-captioning-base) for a `image-to-text` Inference endpoint. |
|
|
| > Inspired by https://huggingface.co/sergeipetrov/blip_captioning |
| |
| This repository implements a `custom` task for `image-to-text` for 🤗 Inference Endpoints to allow image capturing. |
| The code for the customized pipeline is in the handler.py. |
| |
| To use deploy this model an Inference Endpoint you have to select `Custom` as task to use the `handler.py` file. |
| |
| ### expected Request payload |
| |
| Image to be labeled as binary. |
| |
| #### CURL |
| |
| ``` |
| curl URL \ |
| -X POST \ |
| --data-binary @car.png \ |
| -H "Content-Type: image/png" |
| ``` |
| |
| #### Python |
| |
| ```python |
| requests.post(ENDPOINT_URL, headers={"Content-Type": "image/png"}, data=open("car.png", 'rb').read()).json() |
| ``` |
