microsoft / cvt-13

huggingface.co
Total runs: 9.6K
24-hour runs: -78
7-day runs: -145
30-day runs: 3.1K
Model's Last Updated: September 17 2023
image-classification

Introduction of cvt-13

Model Details of cvt-13

Convolutional Vision Transformer (CvT)

CvT-13 model pre-trained on ImageNet-1k at resolution 224x224. It was introduced in the paper CvT: Introducing Convolutions to Vision Transformers by Wu et al. and first released in this repository .

Disclaimer: The team releasing CvT did not write a model card for this model so this model card has been written by the Hugging Face team.

Usage

Here is how to use this model to classify an image of the COCO 2017 dataset into one of the 1,000 ImageNet classes:

from transformers import AutoFeatureExtractor, CvtForImageClassification
from PIL import Image
import requests

url = 'http://images.cocodataset.org/val2017/000000039769.jpg'
image = Image.open(requests.get(url, stream=True).raw)

feature_extractor = AutoFeatureExtractor.from_pretrained('microsoft/cvt-13')
model = CvtForImageClassification.from_pretrained('microsoft/cvt-13')

inputs = feature_extractor(images=image, return_tensors="pt")
outputs = model(**inputs)
logits = outputs.logits
# model predicts one of the 1000 ImageNet classes
predicted_class_idx = logits.argmax(-1).item()
print("Predicted class:", model.config.id2label[predicted_class_idx])

Runs of microsoft cvt-13 on huggingface.co

9.6K
Total runs
-78
24-hour runs
-337
3-day runs
-145
7-day runs
3.1K
30-day runs

More Information About cvt-13 huggingface.co Model

cvt-13 huggingface.co

cvt-13 huggingface.co is an AI model on huggingface.co that provides cvt-13's model effect (), which can be used instantly with this microsoft cvt-13 model. huggingface.co supports a free trial of the cvt-13 model, and also provides paid use of the cvt-13. Support call cvt-13 model through api, including Node.js, Python, http.

microsoft cvt-13 online free

cvt-13 huggingface.co is an online trial and call api platform, which integrates cvt-13's modeling effects, including api services, and provides a free online trial of cvt-13, you can try cvt-13 online for free by clicking the link below.

microsoft cvt-13 online free url in huggingface.co:

https://huggingface.co/microsoft/cvt-13

cvt-13 install

cvt-13 is an open source model from GitHub that offers a free installation service, and any user can find cvt-13 on GitHub to install. At the same time, huggingface.co provides the effect of cvt-13 install, users can directly use cvt-13 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

cvt-13 install url in huggingface.co:

https://huggingface.co/microsoft/cvt-13

Url of cvt-13

Provider of cvt-13 huggingface.co

microsoft
ORGANIZATIONS

Other API from microsoft

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