echarlaix/vit-food101-int8

🤗 Hugging Face sourceimage-classificationapache-2.089 MBother✓ 1 checksumupdated today

Submit in one command

Run it next to your model folder. It makes the torrent, checks your files against Hugging Face, and submits it. You just start seeding and paste your key from your account. It only reads your files and never changes them. Read the script first if you like.

curl -fsSL https://pirateface.co/package.sh | bash -s -- --repo echarlaix/vit-food101-int8 ./model-folder

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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")