automl-vr

KO | EN

gitlite — search

#javascript #python #hacktoberfest #react #ai #typescript #llm #go #golang #android #machine-learning #rust #deep-learning #linux

★ 10 Open GitHub ↗

Project assets for building TF Lite models to run on Oculus Quest with Unity and Google AutoML Object Detection.

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# Automl VR - [watch on youtube](https://www.youtube.com/watch?v=igaYzWov3Sw)
An end-to-end process to build and deploy an object detection model that runs within VR using Google Cloud AutoML model exported to the edge.

### The orginal TFLite Unity Example
https://www.github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/experimental/examples/unity/TensorFlowLitePlugin
(don't bother compiling your own TFLite library, use the [pre-built ones in this repo](https://github.com/ZackAkil/automl-vr/tree/master/Unity%20TFLite%20libraries))

### Gist for generating perfect bounding boxes in Unity
https://gist.github.com/ZackAkil/ce6604fd5ac008756f938047ce73d9d5

### Gist for capturing a Unity camera view as PNG in Unity
https://gist.github.com/ZackAkil/b22471aefa05fac6ad46f7589081dffb

### Generating a bounding box label CSV row for Google AutoML Object Detection in Unity
```csharp
writer = new StreamWriter(csv_path, true);

// create label row for Google AutoML Object Detection
string row = string.Format("UNASSIGNED,{0}{1},{2}, {3}, {4},,,{5},{6},,", "BUCKET_LOCATION",
                                                                               file_name,
                                                                               label_name,
                                                                               x_relative_min,
                                                                               y_relative_min,
                                                                               x_relative_max,
                                                                               y_relative_max);
writer.WriteLine(row);
```

automl-vr

Explore Similar Repositories

Was this content helpful?

Recent Feedback

Download README