readme: ---
  license: apache-2.0
  datasets:
  - food101
  tags:
  - openvino
  - int8
  ---
  
  ## [Vision Transformer (ViT)](https://huggingface.co/juliensimon/autotrain-food101-1471154050) quantized and exported to the OpenVINO IR.
  
  ## Model Details
  **Model Description:** This ViT model fine-tuned on Food-101 was statically quantized and exported to the OpenVINO IR using [optimum](https://huggingface.co/docs/optimum/intel/optimization_ov).
  
  ## Usage example
  
  You can use this model with Transformers *pipeline*.
  
  ```python
  from transformers import pipeline, AutoFeatureExtractor
  from optimum.intel.openvino import OVModelForImageClassification
  ​
  model_id = "echarlaix/vit-food101-int8"
  model = OVModelForImageClassification.from_pretrained(model_id)
  feature_extractor = AutoFeatureExtractor.from_pretrained(model_id)
  pipe = pipeline("image-classification", model=model, feature_extractor=feature_extractor)
  outputs = pipe("http://farm2.staticflickr.com/1375/1394861946_171ea43524_z.jpg")
  ```