tensorflow / tensorflow/probability
Is it able to conver point cloud model to tensorflow Probabilistic Deep Learning model ?
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Description
I tried to convert pointnet model(https://keras.io/examples/vision/pointnet/) to tensorflow probability model, but the results of the training were less than ideal.
Can anyone help on this?
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the linked Keras PointNet example and compare its training setup with the TensorFlow Probability model attempted by the reporter. Reproduce the poor training result, then establish the expected conversion behavior and success criteria; the issue names no repository file, test, or concrete change.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- keras, tensorflow
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 12/100