pytorch model -> onnx -> tensorflow

I made pytorch model for machine learning and I want to convert this to tensorflow model. I think I converted pytorch model to onnx. so now I want to convert onnx to tensorflow(pb) model. Here is...

ML.NET export to ONNX

NET GUI tools to train model. The model works great with C# application, but I want to have it in ONNX format. I have found tools which are converting between model formats, but couldn't find...

Opencv ONNX support

I was trying to import one of the following models from the ONNX github...

Pytorch ONNX : ONNX export failed on ATen operator _thnn_fused_gru_cell

I am trying to export a Bahdanau Attention RNN model from pytorch to onnx, however I have an issue when trying to convert it. It is most probably caused by the GRUCell layer. I get this error...

Unsupported ONNX opset version: 11

I'm following this guide to convert darknet to onnx. However, I'm facing the following error: >"C:\Users\Scott\Anaconda3\envs\pytorch_yolov4\lib\site-packages\torch\onnx\symbolic_helper.py", >...

onnx graph, how to get output dimensions?

How to get dimensions of output layers in onnx neural net? I can get onnx graph, but there is no output dimensions: ~/onnx-tensorrt/third_party/onnx/onnx/tools/net_drawer.py --input...

Convert onnx model to keras

I try to convert an ONNX model to Keras, but when I call the conversion function I receive the following error message "TypeError: unhashable type:...

'No schema registered' in ONNX model conversion

I am using kaggle notebook. I am trying to convert my pytorch model into tensorflow model to run with tensorflowJS. I used below code to convert onnx model to tensorflow model- ```[python] import...

Trying to convert .onnx model to .pb model using onnx-tf library

I am trying to convert .onnx model to .pb format by using *onnx-tf package, however, after invoking onnx_tf.backend.prepare* function, the python kernel crashes. I am using the code...

ONNX GRAPH PYTHON

python loading onnx model as a protocol buffer, one of the objects you getting while loading onnx model is a GRAPH, GRAPH containing -"nodes", "initializer" ,"attribute" etc, my question is -...

Loading in a .onnx file into javascript

I am trying to load in a .onnx file into a javascript session. The error I am receiving is TypeError: unrecognized operator 'ReduceL2', but this link...

Building models in ONNX

Is it possible to build a model in ONNX without using a different deep learning framework (e.g. PyTorch, TensorFlow, etc.)? In PyTorch, I would write a model like this: ``` import torch.nn as...

Darknet model to onnx

I am currently working with Darknet on Yolov4, with 1 class. I need to export those weights to onnx format, for tensorRT inference. I've tried multiple technics, using ultralytics to convert or...

Cannot export PyTorch model to ONNX

I am trying to convert a pre-trained torch model to ONNX, but recive the following error: RuntimeError: step!=1 is currently not supported I'm trying this on a pre-trained colorization model:...

TypeError in transform tensorflow model to onnx

I am new to deploy a tensorflow saved model to onnx model. When I am trying to transform the TensorFlow model to onnx using tf2onnx package, it comes out the following...

Change input size of ONNX model

I need to change the input size of an ONNX model from [1024,2048,3] to [1,1024,2048,3]. For this, I've tried using update_inputs_outputs_dims by ONNX ```{.py} import onnx from onnx.tools import...

Quantization of Onnx model

I am trying to quantize an ONNX model using the onnxruntime quantization tool. My code is below for quantization: ```python import onnx from quantize import quantize, QuantizationMode Load the...

Can't convert Pytorch to ONNX

Trying to convert this pytorch model with ONNX gives me this error. I've searched github and this error came up before in version 1.1.0 but was apparently rectified. Now I'm on torch 1.4.0....

Export MXNet 'pick' operator to ONNX

I'm new to deep learning and I want to export a MXNet model to ONNX. Running the follow python program: ``` sym = 'Experiment401_0_out-symbol.json' params =...

pytorch to Onnx(OCR model)

I am trying to convert pytorch model in the given repo https://github.com/clovaai/deep-text-recognition-benchmark to onnx. I am facing the issue while doing so. Failed to export an ONNX attribute...

Onnx is not working. AttributeProto is not a name error

I am trying to use onnx in c++ code. But when I try to use onnx/proto_utils.h I am getting error: 'AttributeProto' does not a name type. I am not sure is it some issue with my installation or...

Onnx model output format

does onnx model support well defined output format? I have seen that many model eg PMML provides input and output fields and data types in the model itself. So the ONNX model input/output are also...

python (onnx) cannot import name X

System info: Ubuntu 16.04 Python 3.6.5 in anaconda3/envs/testcaffe/bin/python3 Anaconda3 4.5.2 CPU only I installed Caffe2 by conda install -c caffe2 caffe2 for python to find onnx i set the...

Converting caffe model to ONNX format - problem with coremltools

I wanted to convert my face detection model written in caffe (https://github.com/adelekuzmiakova/onnx-converter/blob/master/res10_300x300_ssd_iter_140000.caffemodel) to ONNX format. I was...

Upsample ONNX gives INVALID_GRAPH when trying to convert bilinear layer to onnx

when i convert network with bilinear layer trained on Pytorch to ONNX, i get following error > RuntimeError: [ONNXRuntimeError] : 10 : INVALID_GRAPH : Load model > from test.onnx failed:Type...

Error on running Super Resolution Model from ONNX

Testing ONNX model for super resolution model, I have error running this sample program. My ONNX version is 1.5.0 with onnxruntime 1.4.0. Onnxruntime was installed using pip. Pytorch version is...

Failed to load mobilenetv2-7 of ONNX model zoo with MXNet

Description While trying to load the mobilenetv2-7 (onnx 1.2.1, opset 7, Mobilenet in ONNX model zoo) with mxnet the following error occures. I am using: - onnx 1.7.0 - mxnet 1.7.0 - python...

Converting Pytorch model .pth into onnx model

I have one pre-trained model into format of .pth extension. I want to convert that into Tensorflow protobuf. But I am not finding any way to do that. I have seen onnx can convert models from...

Trouble converting pyTorch model to ONNX

I want to convert my pyTorch model to ONNX. However, I get an error saying that > RuntimeError: number of input names provided (9) exceeded number of inputs (7) However, my code runs perfectly if...

outputs are different between ONNX and pytorch

I try to convert my pytorch Resnet50 model to ONNX and do inference. The conversion procedural makes no errors, but the final result of onnx model from onnxruntime has large gaps with the result...