echarlaix/vit-food101-int8

🤗 Hugging Face 来源image-classificationapache-2.089 MBother✓ 1 个校验和今天更新

一条命令提交

在你的模型文件夹旁边运行它。它会制作种子、将文件与 Hugging Face 比对，然后提交。你只需开始做种，并粘贴你账户中的密钥。它只读取你的文件，绝不修改。如果愿意，可以先阅读脚本。

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

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")