Support for own trained models?

[schlagelk]

First - I love this project and thanks for sharing it.

When using my own model trained by following the tutorial here for example, I get an empty response when attempting to recognize an image - curl: (52) Empty reply from server . Any support for custom trained models?

[tinrab]

I wasn't thinking about other TF models when I built this, because of the way tensors are set up from images. But if you're getting "empty reply from server", an error could be thrown somewhere else.

[vkuznet]

@tinrab could you please clarify what type of model is loaded from https://storage.googleapis.com/download.tensorflow.org/models/inception5h.zip and how it was saved?

I'm interested in extending example to a custom model (not really related to shown image classification example) and would like to understand what should be saved/loaded from tensorflow model. For instance, running example from https://github.com/aymericdamien/TensorFlow-Examples/blob/master/examples/4_Utils/save_restore_model.py I see that it creates few files

model.ckpt.data-00000-of-00001
model.ckpt.index
model.ckpt.meta

while in your example we have

imagenet_comp_graph_label_strings.txt
tensorflow_inception_graph.pb

So, if I'll read these two examples together I want to understand what is what. Does model.ckpt.data-00000-of-00001 correspond to tensorflow_inception_graph.pb? What pb extension stands for? What about model.ckpt.index and model.ckpt.meta files which is not present in your example.

[vkuznet]

I found details about my question over here: https://stackoverflow.com/questions/38947658/tensorflow-saving-into-loading-a-graph-from-a-file#38950073 Feel free to disregard.

[cbhanu]

WHen I am generating a .pb file for a custom model, it generates a variables folder as well. How to load that with http input ?

[Jayuda]

Hello @tinrab , can we use model from this example https://github.com/googlecodelabs/tensorflow-for-poets-2

I have try but error.

nil-Operation. If the Output was created with a Scope object, see Scope.Err() for details

Let me know, what model must we use for. Thanks