Serving an ONNX Model
Explore how to serve ONNX models for image classification by using ONNXRuntime for fast inference. Learn to preprocess images, load models, and obtain predictions without relying heavily on PyTorch, making deployment lightweight and efficient.
We'll cover the following...
We'll cover the following...
We can use the ONNX model for inference on our datasets.
We will use the onnxruntime package. It’s a cross-platform machine learning accelerator for inference and training.
Utility functions
Define the following utility functions:
softmax: This is