huggingface.co
Total runs: 28
24-hour runs: 1
7-day runs: 7
30-day runs: 0
Model's Last Updated: April 08 2026
image-classification

Introduction of resnet50

Model Details of resnet50

ResNet-50 v1.5

Quantized ResNet model that could be supported by AMD Ryzen AI .

Model description

ResNet (Residual Network) was first introduced in the paper Deep Residual Learning for Image Recognition by He et al.

This model is ResNet50 v1.5 from torchvision .

How to use
Installation

Follow Ryzen AI Installation to prepare the environment for Ryzen AI. Run the following script to install pre-requisites for this model.

pip install -r requirements.txt 
Data Preparation

Follow PyTorch Example to prepare dataset.

Model Evaluation
python eval_onnx.py --onnx_model ResNet_int.onnx --ipu --provider_config Path\To\vaip_config.json --data_dir /Path/To/Your/Dataset
Performance
Metric Accuracy on IPU
Top1/Top5 76.17% / 92.86%
 @article{He2015,
    author={Kaiming He and Xiangyu Zhang and Shaoqing Ren and Jian Sun},
    title={Deep Residual Learning for Image Recognition},
    journal={arXiv preprint arXiv:1512.03385},
    year={2015}
}

Runs of amd resnet50 on huggingface.co

28
Total runs
1
24-hour runs
0
3-day runs
7
7-day runs
0
30-day runs

More Information About resnet50 huggingface.co Model

More resnet50 license Visit here:

https://choosealicense.com/licenses/apache-2.0

resnet50 huggingface.co

resnet50 huggingface.co is an AI model on huggingface.co that provides resnet50's model effect (), which can be used instantly with this amd resnet50 model. huggingface.co supports a free trial of the resnet50 model, and also provides paid use of the resnet50. Support call resnet50 model through api, including Node.js, Python, http.

resnet50 huggingface.co Url

https://huggingface.co/amd/resnet50

amd resnet50 online free

resnet50 huggingface.co is an online trial and call api platform, which integrates resnet50's modeling effects, including api services, and provides a free online trial of resnet50, you can try resnet50 online for free by clicking the link below.

amd resnet50 online free url in huggingface.co:

https://huggingface.co/amd/resnet50

resnet50 install

resnet50 is an open source model from GitHub that offers a free installation service, and any user can find resnet50 on GitHub to install. At the same time, huggingface.co provides the effect of resnet50 install, users can directly use resnet50 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

resnet50 install url in huggingface.co:

https://huggingface.co/amd/resnet50

Url of resnet50

resnet50 huggingface.co Url

Provider of resnet50 huggingface.co

amd
ORGANIZATIONS

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