ONNX

Open Neural Network Exchange (ONNX) provides an open-source format for AI models. It supports both deep learning models and traditional machine learning models. It is a format designed to represent any type of model, and it achieves this by using an intermediate representation of the computational graph created by different frameworks. It supports PyTorch, TensorFlow, MATLAB, and many more deep learning frameworks. Thus, using ONNX, we can easily convert models from one framework to another. This helps in reducing the time from research to deployment. For example, you can use ONNX to convert a PyTorch model to ONNX.js form, which can then be directly deployed on the web.