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vit-food101-int8
echarlaix/vit-food101-int8
vit-food101-int8 is a image classification model from echarlaix. Use it when you need a label for an image. It is set up for transformers. The card lists the license as apache-2.0.
Model Description: This ViT model fine-tuned on Food-101 was statically quantized and exported to the OpenVINO IR using optimum.
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At a glance
- Task
- Image Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- vit
- Access
- Public
- Created
- Oct 27, 2022
- Updated
- Nov 22, 2022
- SHA
- 519d4008
Datasets
Model card
From the Hugging Face model README
Vision Transformer (ViT) 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.
Usage example
You can use this model with Transformers pipeline.
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")
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- License
- apache-2.0
- Created
- Oct 27, 2022
- Updated
- Nov 22, 2022