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Recover mobilenetv2-7 and mobilenetv2-10 (#563)
* Recover mobilenetv2-7 and mobilenetv2-10 Signed-off-by: jcwchen <[email protected]> * update -7.tar.gz Signed-off-by: jcwchen <[email protected]> * fix broken test directory Signed-off-by: jcwchen <[email protected]> Signed-off-by: jcwchen <[email protected]>
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‎ONNX_HUB_MANIFEST.json‎

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"model": "MobileNet v2-1.0",
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"model": "MobileNet v2-1.0-int8",
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"model": "MobileNet v2-1.0",
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"model": "MobileNet v2-7",
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‎vision/classification/mobilenet/README.md‎

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|Model |Download |Download (with sample test data)| ONNX version |Opset version|Top-1 accuracy (%)|Top-5 accuracy (%)|
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|-------------|:--------------|:--------------|:--------------|:--------------|:--------------|:--------------|
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|MobileNet v2-1.0| [13.6 MB](model/mobilenetv2-7.onnx) | [14.1 MB](model/mobilenetv2-7.tar.gz) | 1.2.1 | 7| 70.94 | 89.99 |
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|MobileNet v2-1.0-fp32| [13.3 MB](model/mobilenetv2-12.onnx) | [12.9 MB](model/mobilenetv2-12.tar.gz) | 1.9.0 | 12| 69.48 | 89.26 |
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|MobileNet v2-1.0-int8| [3.5 MB](model/mobilenetv2-12-int8.onnx) | [3.7 MB](model/mobilenetv2-12-int8.tar.gz) | 1.9.0 | 12| 68.30 | 88.44 |
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|MobileNet v2-7| [13.5 MB](model/mobilenetv2-7.onnx) | [14.0 MB](model/mobilenetv2-7.tar.gz) | 1.2.1 | 7 | 70.94 | 89.99 |
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|MobileNet v2-1.0| [13.3 MB](model/mobilenetv2-10.onnx) | [12.8 MB](model/mobilenetv2-10.tar.gz) | 1.5.0 | 10 | 70.94 | 89.99 |
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|MobileNet v2-1.0-fp32| [13.3 MB](model/mobilenetv2-12.onnx) | [12.9 MB](model/mobilenetv2-12.tar.gz) | 1.9.0 | 12| 69.48 | 89.26 |
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|MobileNet v2-1.0-int8| [3.5 MB](model/mobilenetv2-12-int8.onnx) | [3.7 MB](model/mobilenetv2-12-int8.tar.gz) | 1.9.0 | 12| 68.30 | 88.44 |
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|MobileNet v2-1.0-qdq| [3.4 MB](model/mobilenetv2-12-qdq.onnx) | [3.3 MB](model/mobilenetv2-12-qdq.tar.gz) |1.10.0| 12 |67.40 | |
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> Compared with the fp32 MobileNet v2-1.0, int8 MobileNet v2-1.0's Top-1 accuracy decline ratio is 1.70%, Top-5 accuracy decline ratio is 0.92% and performance improvement is 1.05x.
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>

‎vision/classification/mobilenet/model/mobilenetv2-10.onnx‎

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‎vision/classification/mobilenet/model/mobilenetv2-10.tar.gz‎

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‎vision/classification/mobilenet/model/mobilenetv2-7.onnx‎

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‎vision/classification/mobilenet/model/mobilenetv2-7.tar.gz‎

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