tf2onnx support for tensorflow Resizing "area" method

[ZachZhao96]

Hi,

I had an error message when I tried converting my TensorFlow.Keras model to ONNX format using tf2onnx and ONNX, I realized that the Resizing "area" method used in my model architecture is not supported by ONNX and tf2onnx. I have tried retraining the model using other resizing methods like 'Bilinear' and "Nearest". Neither of them gave me good validation and testing results compared to "Area". I wonder if there is a chance to have tf2onnx support the ResizeArea method for tensorflow.keras.layers.Resizing and tensorflow.image.resize in the future.

Thank you,

Zachary Zhao

[fatcat-z]

microsoft/onnxruntime#17564 has been filed since one mode doesn't work.