generic vision zero-shot-image-classification endpoints-template base_model:openai/clip-vit-large-patch14 endpoints_compatible region:us
---
tags:
  - vision
  - zero-shot-image-classification
  - endpoints-template
inference: false
pipeline_tag: zero-shot-image-classification
base_model: openai/clip-vit-large-patch14
library_name: generic
---

# Fork of [openai/clip-vit-base-patch32](https://huggingface.co/openai/clip-vit-base-patch32) for a `zero-sho-image-classification` Inference endpoint.

This repository implements a `custom` task for `zero-shot-image-classification` for 🤗 Inference Endpoints. 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

```json
{
  "image": encoded_image,
  "parameters": {
    "candidate_labels": "green, yellow, blue, white, silver"
  }
}
```

`encoded_image` is a base64 encoded image. 