https://github.com/tucan9389/fingertipestimation-coreml

Detect fingertip by using machine learning for pose estimation
https://github.com/tucan9389/fingertipestimation-coreml

Last synced: 2 months ago
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Detect fingertip by using machine learning for pose estimation

• Host: GitHub
• URL: https://github.com/tucan9389/fingertipestimation-coreml
• Owner: tucan9389
• License: mit
• Created: 2018-08-17T07:53:03.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2018-08-28T16:31:51.000Z (about 7 years ago)
• Last Synced: 2025-02-25T06:24:15.241Z (8 months ago)
• Language: Swift
• Homepage: https://github.com/motlabs/iOS-Proejcts-with-ML-Models
• Size: 19.8 MB
• Stars: 72
• Watchers: 7
• Forks: 13
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# FingertipEstimation-CoreML

Detect fingertip by using machine learning for pose estimation.

![fingertip_estimation_demo003](resource/fingertip_estimation_demo003.gif)

‼️ I don't provide core ml model for estimation. You can get model through training with your own dataset. ‼️

## How it works

![how_it_works](resource/how_it_works.png)

## Build & Run

### 1. Prerequisites

#### 1.1 Prepare your own Core ML model

![prerequest_002_mlmodel](resource/prerequest_002_mlmodel.png)

#### 1.2 Add permission in info.plist for device's camera access

![prerequest_001_plist](resource/prerequest_001_plist.png)

### 2. Dependencies

No external library yet.

## See also

- [motlabs/iOS-Proejcts-with-ML-Models](https://github.com/motlabs/iOS-Proejcts-with-ML-Models)


  : The challenge using machine learning model created from tensorflow on iOS

- [edvardHua/PoseEstimationForMobile](https://github.com/edvardHua/PoseEstimationForMobile)


  : TensorFlow project for pose estimation for mobile

- [tucan9389/PoseEstimation-CoreML](tucan9389/PoseEstimation-CoreML)


  : Parent project for this repository. You can run with [provided model from PoseEstimationForMobile repo](https://github.com/edvardHua/PoseEstimationForMobile/tree/master/release).

- [KeypointAnnotation](https://github.com/tucan9389/KeypointAnnotation)(preparing...)


  : Annotation tool for own custom estimation dataset