model-zoo

Welcome to the onnx-model-zoo repository! This repo hosts a collection of machine learning models converted into ONNX, TensorRT and PyTorch formats, along with ready-to-use inference scripts and comprehensive demonstration code.

🔥 Key Features:

• Explore a variety of popular models in multiple formats for efficient inference.
• Access sample inference scripts for each model to jumpstart your projects.
• Dive into complete end-to-end demos showcasing model integration in real-world scenarios.

💡 Why Use This Repository? Whether you're optimizing model deployment, benchmarking performance, or exploring inference strategies, this repository has you covered. Save time with pre-converted models and gain insights from ready-to-run demos.

🧠 Models

Index	Model Name	Original URL	ONNX	FP32	FP16	INT8	TF-TRT	LICENCE
01	MiVOLO	🌐🌐🌐🌐🌐	✔️	✔️	❌	❌	❌	Other

01 MiVOLO Age and Gender Classification

python inference.py

🤝 Contributing:

We welcome contributions! Help us expand the repository by adding new models, enhancing scripts, and sharing your use cases.

📝 License:

This repository is licensed under the MIT License and for Model which you use please check the corresponding Licence.

📬 Contact:

Have questions or suggestions? Reach out to us at [email protected] or connect on social media.

Start accelerating your model inference today with the onnx-model-zoo Repository!

Citations

@article{mivolo2023,
   Author = {Maksim Kuprashevich and Irina Tolstykh},
   Title = {MiVOLO: Multi-input Transformer for Age and Gender Estimation},
   Year = {2023},
   Eprint = {arXiv:2307.04616},
}