Run inference on Arm NN android with onnx model

Parag Jain

Can any one tell me how can we run inference on Arm NN android with onnx model. On armnn site i have searched for this but there is not enough content for onnx model for android.

Parag Jain

https://github.com/JDAI-CV/DNNLibrary that provides Android NNAPI access from ONNX.

we can try using the armnnOnnxParser but be warned it is at a fairly early stage of development and may not support the layers in your model. You can check https://github.com/ARM-software/armnn/blob/master/src/armnnOnnxParser/OnnxSupport.md to see if the layers in your model are supported.

Collected from the Internet

Please contact [email protected] to delete if infringement.

edited at
0

Comments

0 comments
Login to comment

Related

Caffe2: Load ONNX model, and inference single threaded on multi-core host / docker

Converting ONNX model to TensorFlow Lite

TfLite Android: Garbage values when running inference for multiple output model

Specifying input/output nodes to run inference in TensorFlow 1.0+ on a model loaded with the C++ API

Compiling model as executable for faster inference?

Run inference using Onnx model in python?

Exception: 'The parameter is incorrect.' When attempting to run an ONNX model with convolution

How to run inference on an image classification model simultaneously for multiple images in MXNet and Python 2.7

Understanding gensim model inference output

Can't we run an onnx model imported to pytorch?

How to convert Onnx model (.onnx) to Tensorflow (.pb) model

pytorch to Onnx(OCR model)

Inference of onnx model (opset11) in Windows 10 c++?

Converting a pytorch model to nn.Module for exporting to onnx for lens studio

Error on running Super Resolution Model from ONNX

TensorFlow inference using saved model

Cannot export PyTorch model to ONNX

Running own TensorFlow model on Android gives native inference error: "Session was not created with a graph before Run()!"

Run inference using ONNX model in python input incompatibility problem?

Trying to incorporate ML onnx model to Android App

Error in loading ONNX model with ONNXRuntime

issue while exporting torch model to onnx format

Export tensorflow model to ONNX and specify variable names

ONNX Runtime Inference | session.run() multiprocessing

Couldn't convert pytorch model to ONNX

PyTorch normalization in onnx model

How to optimize onnx inference for dynamic input

Unable to run a model using HuggingFace Inference Endpoints

Model inference using batch