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Other ORP type . 2019
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Other ORP type . 2019
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Other ORP type . 2019
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Other ORP type . 2019
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Other ORP type . 2019
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Other ORP type . 2019
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resnet50.onnx model

appsOther research productkeyboard_double_arrow_right Other ORP type 08 Jan 2019Publisher:Zenodo
Authors: https://github.com/mlperf/training/tree/master/image_classification; https://github.com/tensorflow/models/tree/master/official/resnet;

doi: 10.5281/zenodo.2592612 , 10.5281/zenodo.2535874 , 10.5281/zenodo.4313974 , 10.5281/zenodo.4735647

resnet50.onnx model

Abstract

How this model was created: ``` download the frozen tensorflow model from https://zenodo.org/deposit/2535873 pip install -U tf2onnx python -m tf2onnx.convert --input resnet50_v1.pb --inputs input_tensor:0 --inputs-as-nchw input_tensor:0 --outputs ArgMax:0 --verbose --opset 8 --output resnet50_v1.onnx ```

Application: Image Classification ML Task: ResNet-50 Framework: ONNX (via tensorflow) Training Information: Quality: 76.53% Precision: fp32 Is Quantized: no Is ONNX: yes Dataset: http://www.image-net.org/challenges/LSVRC/2012/

Keywords

Image Classification, resnet50, tensorflow, ONNX, Inference, Imagenet2012, Inference, Pretrained Model

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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