TensorBoardPlugin3D - 3D Tensor Visualization
Introduction
TensorBoardPlugin3D is an open-source TensorBoard plugin that supports visualizing 3D output within the TensorBoard application, JupyterLab, Google Colab, and SageMaker.
Installation
Install the PyPI package:
pip install tensorboard-plugin-3d
MONAI Notebook Examples
The Spleen Segmentation 3D tutorial shows how to integrate MONAI into an existing PyTorch medical DL program and demonstrates using TensorBoardPlugin3D to view an image with a label to show the input data (shown in the first image) or to compare the model output with the input.
Get started with a quick view of the output data with the cached notebook. 
The UNet Segmentation 3D Ignite notebook provides a simple, fast-running notebook with demo data. If you're looking for a quick way to get started and see the plugin in action this is a great place to start.
The BRATS Segmentation 3D notebook demonstrates brain tumor 3D segmentation with MONAI. The tutorial shows how to construct a training workflow of multi-labels segmentation task.
Get started with a quick view of the output data with the cached notebook.
Documentation
See the documentation for a guide on getting started.
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file tensorboard_plugin_3d-1.0.3.tar.gz.
File metadata
- Download URL: tensorboard_plugin_3d-1.0.3.tar.gz
- Upload date:
- Size: 52.7 MB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via:
twine/4.0.0 CPython/3.9.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
bce03aa60f8cc81a689c10ca8dba6418a0e9271455c193ad21948109ca3ec26a
|
|
| MD5 |
b64e05f477805f2028e51121e6936894
|
|
| BLAKE2b-256 |
d5f6284cc16260b4bbaeaad68c7ee8d0d9aa52619a73254cd1436e0f3ac47754
|
File details
Details for the file tensorboard_plugin_3d-1.0.3-py3-none-any.whl.
File metadata
- Download URL: tensorboard_plugin_3d-1.0.3-py3-none-any.whl
- Upload date:
- Size: 27.1 MB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via:
twine/4.0.0 CPython/3.9.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
f14dfe5394e2c676471648a4c80608c7da44c07aac7df982493420bd570de483
|
|
| MD5 |
5b0cd11b3f86bf38c03aafccc6ba2cf0
|
|
| BLAKE2b-256 |
a5ffe1c497115af873937d7fa4cfe47fa6d3b9c58801c098a3a3e07b152e3814
|
