Convert ONNX into a Tensorflow Model
Explore the process of converting ONNX models into TensorFlow, understanding the differences in image tensor formats between PyTorch and TensorFlow. Learn to load ONNX checkpoints, prepare TensorFlow representations, and export models correctly. This lesson equips you with the skills to bridge frameworks for versatile deep learning deployment.
We'll cover the following...
We'll cover the following...
TensorFlow is another deep learning framework for image classification. One of the main differences between PyTorch and TensorFlow is the default shape for an image tensor. PyTorch uses the NCHW format:
N: This is the number of the batch size.C: This is the number of channels.H: This is the height of the image.W: This