Is there a way to export the serialized posenet model, in order to import it into python tf
See original GitHub issueHey, I’ve been tinkering with the amazing posenet webapp you guys released, and was recently trying to export the model in order to import it into python keras/tf. I could download the weights and the manifest file, but the latter is missing the modelTopology
data, so I don’t have information about the graph’s structure.
I see that tensorflowjs seems to be strictly imperative, as I could not find any reference to a graph
in tfjs, so I am kinda running out of ideas on how to export the model outside of rewriting it into python by hand.
Do any of you guys have any tips on how to export the model?
Cheers, and thanks for the great project!
Issue Analytics
- State:
- Created 5 years ago
- Reactions:3
- Comments:19 (2 by maintainers)
Top Results From Across the Web
TensorFlow - Exporting and Importing a MetaGraph
In order for a Python object to be serialized to and from MetaGraphDef ... The API for exporting a running model as a...
Read more >Migrate the SavedModel workflow | TensorFlow Core
Model , you can migrate the model saving and loading code. ... The examples below show how to export and load the same...
Read more >Exporting transformers models
According to Pytorch's documentation: “TorchScript is a way to create serializable and optimizable models from PyTorch code”. Pytorch's two modules JIT and ...
Read more >Body Pose Estimation — TAO Toolkit 4.0 documentation
During model export, the TAO model is encrypted with a private key, which is required when you deploy this model for inference. Choose...
Read more >Human Pose Estimation Using TensorFlow's PoseNet Model
Is it possible to identify the movement/pose of a human body by doing an analysis of images and/or video? The answer to this...
Read more >Top Related Medium Post
No results found
Top Related StackOverflow Question
No results found
Troubleshoot Live Code
Lightrun enables developers to add logs, metrics and snapshots to live code - no restarts or redeploys required.
Start FreeTop Related Reddit Thread
No results found
Top Related Hackernoon Post
No results found
Top Related Tweet
No results found
Top Related Dev.to Post
No results found
Top Related Hashnode Post
No results found
Top GitHub Comments
@karthee320 @rytrose I ported the multi-pose version to Python over the holidays. Just posted the repo. Seems to be doing something sane but I have not done extensive verification yet.
https://github.com/rwightman/posenet-python
@rytrose if you want a script to download the weights, check this out: https://github.com/oveddan/posenet-for-installations/blob/master/client/downloadModels.js