70 lines
2.8 KiB
Markdown
70 lines
2.8 KiB
Markdown
---
|
|
layout: default
|
|
title: Hair Segmentation
|
|
parent: Solutions
|
|
nav_order: 8
|
|
---
|
|
|
|
# MediaPipe Hair Segmentation
|
|
{: .no_toc }
|
|
|
|
<details close markdown="block">
|
|
<summary>
|
|
Table of contents
|
|
</summary>
|
|
{: .text-delta }
|
|
1. TOC
|
|
{:toc}
|
|
</details>
|
|
---
|
|
|
|
|
|
|
|
## Example Apps
|
|
|
|
Please first see general instructions for
|
|
[Android](../getting_started/android.md), [iOS](../getting_started/ios.md) and
|
|
[desktop](../getting_started/cpp.md) on how to build MediaPipe examples.
|
|
|
|
Note: To visualize a graph, copy the graph and paste it into
|
|
[MediaPipe Visualizer](https://viz.mediapipe.dev/). For more information on how
|
|
to visualize its associated subgraphs, please see
|
|
[visualizer documentation](../tools/visualizer.md).
|
|
|
|
### Mobile
|
|
|
|
* Graph:
|
|
[`mediapipe/graphs/hair_segmentation/hair_segmentation_mobile_gpu.pbtxt`](https://github.com/google/mediapipe/tree/master/mediapipe/graphs/hair_segmentation/hair_segmentation_mobile_gpu.pbtxt)
|
|
* Android target:
|
|
[(or download prebuilt ARM64 APK)](https://drive.google.com/open?id=1mmLtyL8IRfCUbqqu0-E-Hgjr_e6P3XAy)
|
|
[`mediapipe/examples/android/src/java/com/google/mediapipe/apps/hairsegmentationgpu:hairsegmentationgpu`](https://github.com/google/mediapipe/tree/master/mediapipe/examples/android/src/java/com/google/mediapipe/apps/hairsegmentationgpu/BUILD)
|
|
* iOS target: Not available
|
|
|
|
### Desktop
|
|
|
|
* Running on CPU: Not available
|
|
* Running on GPU
|
|
* Graph:
|
|
[`mediapipe/graphs/hair_segmentation/hair_segmentation_mobile_gpu.pbtxt`](https://github.com/google/mediapipe/tree/master/mediapipe/graphs/hair_segmentation/hair_segmentation_mobile_gpu.pbtxt)
|
|
* Target:
|
|
[`mediapipe/examples/desktop/hair_segmentation:hair_segmentation_gpu`](https://github.com/google/mediapipe/tree/master/mediapipe/examples/desktop/hair_segmentation/BUILD)
|
|
|
|
### Web
|
|
|
|
Use [this link](https://viz.mediapipe.dev/demo/hair_segmentation) to load a demo
|
|
in the MediaPipe Visualizer, and over there click the "Runner" icon in the top
|
|
bar like shown below. The demos use your webcam video as input, which is
|
|
processed all locally in real-time and never leaves your device. Please see
|
|
[MediaPipe on the Web](https://developers.googleblog.com/2020/01/mediapipe-on-web.html)
|
|
in Google Developers Blog for details.
|
|
|
|
|
|
|
|
## Resources
|
|
|
|
* Paper:
|
|
[Real-time Hair segmentation and recoloring on Mobile GPUs](https://arxiv.org/abs/1907.06740)
|
|
([presentation](https://drive.google.com/file/d/1C8WYlWdDRNtU1_pYBvkkG5Z5wqYqf0yj/view))
|
|
([supplementary video](https://drive.google.com/file/d/1LPtM99Ch2ogyXYbDNpEqnUfhFq0TfLuf/view))
|
|
* [Models and model cards](./models.md#hair_segmentation)
|