ustc-community / hgnet-v2

huggingface.co
Total runs: 129
24-hour runs: 0
7-day runs: 6
30-day runs: -79
Model's Last Updated: May 01 2025
feature-extraction

Introduction of hgnet-v2

Model Details of hgnet-v2

This is the HF transformers implementation for HGNet-V2

Model: HGNet-V2 - B4

A HGNet-V2 (High Performance GPU Net) image classification model.

Usage:

import torch
import requests

from PIL import Image
from transformers import HGNetV2ForImageClassification, AutoImageProcessor

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

image_processor = AutoImageProcessor.from_pretrained("vladislavbro/hgnet-v2")
model = HGNetV2ForImageClassification.from_pretrained("vladislavbro/hgnet-v2")

inputs = image_processor(images=image, return_tensors="pt")

with torch.no_grad():
    outputs = model(**inputs)
outputs.logits.shape
torch.Size([1, 2])

Runs of ustc-community hgnet-v2 on huggingface.co

129
Total runs
0
24-hour runs
0
3-day runs
6
7-day runs
-79
30-day runs

More Information About hgnet-v2 huggingface.co Model

hgnet-v2 huggingface.co

hgnet-v2 huggingface.co is an AI model on huggingface.co that provides hgnet-v2's model effect (), which can be used instantly with this ustc-community hgnet-v2 model. huggingface.co supports a free trial of the hgnet-v2 model, and also provides paid use of the hgnet-v2. Support call hgnet-v2 model through api, including Node.js, Python, http.

ustc-community hgnet-v2 online free

hgnet-v2 huggingface.co is an online trial and call api platform, which integrates hgnet-v2's modeling effects, including api services, and provides a free online trial of hgnet-v2, you can try hgnet-v2 online for free by clicking the link below.

ustc-community hgnet-v2 online free url in huggingface.co:

https://huggingface.co/ustc-community/hgnet-v2

hgnet-v2 install

hgnet-v2 is an open source model from GitHub that offers a free installation service, and any user can find hgnet-v2 on GitHub to install. At the same time, huggingface.co provides the effect of hgnet-v2 install, users can directly use hgnet-v2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

hgnet-v2 install url in huggingface.co:

https://huggingface.co/ustc-community/hgnet-v2

Url of hgnet-v2

Provider of hgnet-v2 huggingface.co

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