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     new 859d294  Correct Inception Reference for Pertained Model (#13360)
859d294 is described below

commit 859d29408cf923fb5044223ab333701f7238e72e
Author: Lou <l...@curalate.com>
AuthorDate: Thu Nov 29 01:08:42 2018 -0500

    Correct Inception Reference for Pertained Model (#13360)
    
    I noticed that the symbols and parameters in the model zoo are infact from 
https://github.com/apache/incubator-mxnet/blob/master/example/image-classification/symbols/inception-bn.py,
 which is not inception v3. It is inception + batch normalization.
    
    In this commit, I update the documentation and link to the correct research 
basis.
---
 docs/model_zoo/index.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/model_zoo/index.md b/docs/model_zoo/index.md
index f7d1479..034d360 100644
--- a/docs/model_zoo/index.md
+++ b/docs/model_zoo/index.md
@@ -41,7 +41,7 @@ For instructions on using these models, see [the python 
tutorial on using pre-tr
 | [SqueezeNet 
v1.1](http://data.dmlc.ml/models/imagenet/squeezenet/squeezenet_v1.1-symbol.json)
 | ImageNet | [Param 
File](http://data.dmlc.ml/models/imagenet/squeezenet/squeezenet_v1.1-0000.params)
 | [Iandola et al.., 2016](https://arxiv.org/pdf/1602.07360v4.pdf) | @jspisak |
 | [VGG16](http://data.dmlc.ml/models/imagenet/vgg/vgg16-symbol.json) | 
ImageNet | [Param 
File](http://data.dmlc.ml/models/imagenet/vgg/vgg16-0000.params)| [Simonyan et 
al.., 2015](https://arxiv.org/pdf/1409.1556v6.pdf) | @jspisak |
 | [VGG19](http://data.dmlc.ml/models/imagenet/vgg/vgg19-symbol.json) | 
ImageNet | [Param 
File](http://data.dmlc.ml/models/imagenet/vgg/vgg19-0000.params) | [Simonyan et 
al.., 2015](https://arxiv.org/pdf/1409.1556v6.pdf) | @jspisak |
-| [Inception v3 
w/BatchNorm](http://data.dmlc.ml/models/imagenet/inception-bn/Inception-BN-symbol.json)
 | ImageNet | [Param 
File](http://data.dmlc.ml/models/imagenet/inception-bn/Inception-BN-0126.params)
 | [Szegedy et al.., 2015](https://arxiv.org/pdf/1512.00567.pdf) | @jspisak |
+| [Inception w/ 
BatchNorm](http://data.dmlc.ml/models/imagenet/inception-bn/Inception-BN-symbol.json)
 | ImageNet | [Param 
File](http://data.dmlc.ml/models/imagenet/inception-bn/Inception-BN-0126.params)
 | [Szegedy et al.., 2015](https://arxiv.org/pdf/1502.03167.pdf) | @jspisak |
 | 
[ResidualNet152](http://data.dmlc.ml/models/imagenet/resnet/152-layers/resnet-152-symbol.json)
 | ImageNet | [Param 
File](http://data.dmlc.ml/models/imagenet/resnet/152-layers/resnet-152-0000.params)
 | [He et al.., 2015](https://arxiv.org/pdf/1512.03385v1.pdf) | @jspisak |
 | 
[ResNext101-64x4d](http://data.dmlc.ml/models/imagenet/resnext/101-layers/resnext-101-64x4d-symbol.json)
 | ImageNet | [Param 
File](http://data.dmlc.ml/models/imagenet/resnext/101-layers/resnext-101-64x4d-0000.params)
 | [Xie et al.., 2016](https://arxiv.org/pdf/1611.05431.pdf) | @Jerryzcn |
 | Fast-RCNN | PASCAL VOC | [Param File] | [Girshick, 
2015](https://arxiv.org/pdf/1504.08083v2.pdf) | |

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