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

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# Bug Report ### Which model does this pertain to? All squeezenet 1.0 models from https://github.com/onnx/models/tree/main/validated/vision/classification/squeezenet ### Describe the bug These squeezenet 1.0 models can't provide correct prediction results: ###...

bug

ONNX Model Zoo is now accessed through a webpage onnx.ai/models. This webpage is powered by [github pages](https://github.com/onnx/models/tree/gh-pages) that reads the directory strucutre from github.com/onnx/models to populate the webpage. The initial...

enhancement

# onnx model conversion ### how to convert the trained resnet model into onnx After training the https://github.com/onnx/models/blob/bec48b6a70e5e9042c0badbaafefe4454e072d08/validated/vision/classification/resnet/train_resnet.ipynb models are saved in params folder (1.0000-imagenet-resnet50_v1-0000.params, 1.0000-imagenet-resnet50_v1-symbol.json) How to convert this...

question

# Model Request ### Which model would you like to see in the model zoo? Basically any model that can do 3D face reconstruction from a single frontal photo. Even...

model-request

For example, https://github.com/onnx/models/blob/main/validated/vision/classification/efficientnet-lite4/model/efficientnet-lite4-11-int8.onnx contains unused initializers `efficientnet-lite4/model/blocks_19/Relu6_1_max__380_nc_split_efficientnet-lite4/model/blocks_18/Relu6` etc.

bug

Some quantized models have value infos that are not defined in the graph. For example, `MNIST-12-int8` has `{'Pooling66_Output_0', 'ReLU114_Output_0', 'Parameter193_reshape1', 'Plus30_Output_0', 'Convolution28', 'Convolution28_Output_0', 'Plus214_Output_0_MatMul', 'ReLU32_Output_0', 'Plus112_Output_0', 'Times212_Output_0', 'Convolution110_Output_0'}` but they...

# Feature Request Ability to get subset of layers from a list of layers for a given model ### What is the problem that this feature solves? I'm interested in...

enhancement

# Bug Report ### Which model does this pertain to? Mention the relevant onnx models from the model zoo here. Mnist digit recognition ### Describe the bug Why is recognizing...

bug