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A collection of pre-trained, state-of-the-art models in the ONNX format

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I am testing to train Emotion FerPlus emotion recognition model. Training has `cuDNN failure 8: CUDNN_STATUS_EXECUTION_FAILED` error. I am using Nvidia GPU TitanRTX 24G. Then change the minibatch_size from 32...

bug

--------------------------------------------------------------------------- IndexError Traceback (most recent call last) in () 6 STRIDES = np.array(STRIDES) 7 ----> 8 pred_bbox = postprocess_bbbox(detections, ANCHORS, STRIDES, XYSCALE) 9 bboxes = postprocess_boxes(pred_bbox, original_image_size, input_size, 0.25) 10...

The following code was used in testing super resolution model. ``` orig_img = Image.open("midge_header_2.jpg") img = resizeimage.resize_cover(orig_img, [224,224], validate=False) img_ycbcr = img.convert('YCbCr') img_y_0, img_cb, img_cr = img_ycbcr.split() img_ndarray = np.asarray(img_y_0)...

question

I got the following error when calling the import_onnx_model function. Thanks for the instruction on the modification. ng_function = import_onnx_model(model.SerializeToString()) RuntimeError: Check '(batch_size.is_dynamic() || static_cast(batch_size) > 0)' failed at /root/ng/src/ngraph/validation_util.cpp:316:...

help-wanted

During testing models from model zoo I realized that onnxruntime and ngraph give similar results on `ResNet101_DUC_HDC` but still have 80% missmatch. Is it possible that test data for `ResNet101_DUC_HDC`...

# Ask a Question ### Question I want to use this retina model in ml.net but is it possible trainning ? I mean is it changeable weight? ### Further information...

question

Hi, what's your environment when you generate arcface onnx model.

question

# Model Request ### Which model would you like to see in the model zoo? A quantized MobileNet (doesn't matter which version) could be fine. TensorFlow has published end to...

model-request

mxnet_arcface from opset8 is throwing error with invalid input scale ### Which model does this pertain to? [mxnet_arcface](https://github.com/onnx/models/tree/master/vision/body_analysis/arcface) ### Describe the bug [E:onnxruntime:, sequential_executor.cc:309 Execute] Non-zero status code returned while...

bug

In this page[1], there are a lot of pre-trained onnx models and they work well. But how does these models come? Are these models from MXNet? Here is the MXNet...