Incorrect parameter count when loading some models after exporting

[thatbrguy]

Parameter counts are different for some models when you import the same model from prototxt (Caffe) and json (Keras). The count for prototxt is wrong.

Steps to reproduce:

• Export one of the following models to Keras and Caffe from the model zoo. Note the parameter count:

  • Inception V3
  • Inception V4
  • Yolo
  • ResNet 101

• Import the models back to Fabrik via Keras and Caffe import. Note that the parameter count is different for the Keras method and the Caffe method. The parameter count for the Caffe method would not match the Keras method.

Parameter Counts:

Name	Model Zoo	Keras Import	Caffe Import
Inception V3	23,851,784	23,851,784	30,013,000
Inception V4	42,712,937	42,712,937	47,357,129
Yolo	271,703,550	217,177,598	3,354,516,990
ResNet 101	44,654,504	44,654,504	23,490,158,504

Notes:

1. I have not tested for all models, so errors may exist in some others as well.
2. Some models like VGG16 have no errors. As in, parameter counts are equal for Model zoo, Caffe and Keras.
3. Parameter count in Keras mostly matches the model zoo values, except in Yolo (for the ones I have tested).
4. Some models have very high error in parameter count in Caffe.

[Ram81]

Thanks for reporting @thatbrguy

[namish800]

@Ram81 Can I work on this issue?