help with preprocessing transforms

[geringer]

Can someone write up a simple guide me how to run an actual image that needs to be

take and image from file ( or even better webcam )

• resized
• center cropped
• rotated/tilted
• converted to tensor/ndarray or whatever onnx.js needs
• normalized

and fed into a resnet 50