Exporting Matlab trained CNN model to ONNX Problem

2 次查看（过去 30 天）
Andrea Daou
Andrea Daou 2021-7-12
回答： Sutanu Maiti 2021-8-5
Hello,
I exported CNN .mat file to .onnx using exportONNXNetwork function so I can use it with tensorflow-lite for android use.
The ONNX model now has an input size shape of 3 x 224 x 224 (when I visualize the model using Netron - image attached) instead of 224 x 224 x 3 (Matlab model architecture) :
error : The input tensor should have dimensions 1 x height x width x 3. Got 1 x 3 x 224 x 224.
Is there any solution to fix this problem so i can use the CNN onnx model for image classification prediction in tflite?
p.s: I think that all the layers dimensionality are inversed not only the input layer shape.
Thank you!

请先登录，再回答此问题。

回答（1 个）

Sutanu Maiti
Sutanu Maiti 2021-8-5
MATLAB trained CNN models and be exported and saved as a .mat and can directly be used for deploymnet on Android device by using "Simulink support package for Android devices".
You may have a look at the example below:
https://www.mathworks.com/help/supportpkg/android/ref/detect-and-track-objects-using-deep-learning-on-android-device.html

类别

在 Help Center 和 File Exchange 中查找有关 Image Data Workflows 的更多信息

标签

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by