https://github.com/infocom-tpo/posenet-coreml
I checked the performance by running PoseNet on CoreML
https://github.com/infocom-tpo/posenet-coreml
coreml ios mobilenet pose-estimation posenet swift4
Last synced: 6 months ago
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I checked the performance by running PoseNet on CoreML
- Host: GitHub
- URL: https://github.com/infocom-tpo/posenet-coreml
- Owner: infocom-tpo
- License: mit
- Created: 2018-05-11T09:28:10.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2018-06-26T18:28:13.000Z (over 7 years ago)
- Last Synced: 2025-03-24T01:22:53.678Z (7 months ago)
- Topics: coreml, ios, mobilenet, pose-estimation, posenet, swift4
- Language: Swift
- Homepage:
- Size: 29.3 MB
- Stars: 155
- Watchers: 14
- Forks: 35
- Open Issues: 11
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# PoseNet-CoreML
[PoseNet](https://github.com/tensorflow/tfjs-models/tree/master/posenet) Based iOS Project
I checked the performance by running PoseNet on CoreML
## Environment
* iOS11
* Xcode9
## Installation
```
$ cd iOS
$ pod install
```
## Performance
Test Device: iPhone7
```
// size 513
0.13 - 0.18 seconds.
// size 337
0.06 - 0.12 seconds.
// size 257
0.06 - 0.09 seconds.
```
Setting Optimization Level
Edit Scheme -> Build Configuration -> Selected Release
## Dependencies
* [raywenderlich/swift-algorithm-club](https://github.com/raywenderlich/swift-algorithm-club)
* [hollance/CoreMLHelpers](https://github.com/hollance/CoreMLHelpers)
* [qoncept/TensorSwift](https://github.com/qoncept/TensorSwift)
# Blogs
* [PoseNetをマルチプラットフォームで実装してみた](https://qiita.com/otmb/items/561a62d3413295cc744e)
## Development By Infocom TPO
[Infocom TPO](https://lab.infocom.co.jp/)
## License
PoseNet-CoreML is available under the MIT license. See the LICENSE file for more info.