Light

junhwanjang / mediapipe-models Goto Github PK

View Code? Open in Web Editor NEW

34.0 2.0 9.0 50.72 MB

mediapipe-models

License: Apache License 2.0

Python 100.00%

mediapipe-models tensorflow mediapipe hand-tracking

mediapipe-models's Introduction

mediapipe-models

Google Mediapipe public TFLite models implemented using Tensorflow-keras (https://mediapipe.dev)

Requirements

Tensorflow - 1.13.1

Implementation process

Hand Tracking
- Related links
  - Google AI blog post: On device real time hand tracking
  - Github: Mediapipe: Hand tracking
- Hand Landmark 2D,3D
  - Model Architecture (OK)
  - Set Pretrained weights (OK)
  - Convert TFLite model for 4 channels input (OK)
- Palm(Hand) Detection
  - Model Architecture (OK)
  - Set Pretrained weights (OK)
  - Convert TFLite model for 4 channels input (OK)
Face Detection
- Related links
  - Paper: "BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs"
  - Github: Mediapipe: Face detection
- Face Detection
  - Model Architecture (OK)
  - Set Pretrained weights (TODO)
  - Convert TFLite model for 4 channels input (TODO)
Hair Segmentation
- Related links
  - Paper: "Real-time Hair segmentation and recoloring on Mobile GPUs"
  - Github: Mediapipe: Hair segmentation
- Hair Segmentation
  - Model Architecture (TODO)
  - Set Pretrained weights (TODO)
  - Convert TFLite model for 4 channels input (TODO)

mediapipe-models's People

Contributors

Stargazers

Watchers

Forkers

brooks0519 lywcn devdio mbencherif anathema43 sinianyutian wsywf wazz37 ekurtgl

mediapipe-models's Issues

About hand_landmark models postprocess course have some problems

I use a open source hand_detect model to detect hand and crop detect_box for hand_landmark model input. I find this model output landmark is error.Maybe my postprocess is error.Do you have any useful post-processing methods?

what‘s the 4th channel mean?

thanks for your code!
I find xxx_4channels.tflite in your files, I want to know what's the 4th channel mean? thanks

How to create without custom op version of tflite file?

Hi,

I am trying to use mediapipe's hair segmentation model in script but I am coming across the error of

RuntimeError:`` Encountered unresolved custom op: MaxPoolingWithArgmax2D.Node number 12 (MaxPoolingWithArgmax2D) failed to prepare.

can you please explain how did you created the without custom op version of the mediapipe model?

Media Portrait Segmentaion Model

Can you also convert mediapip portrait segmentaion model or tell me how can i do it ?

how to use palm detection as keras model

If there was some instruction on how to use palm detection as keras model it would be helpful? how to insert the weights in model each layer ?

Mediapipe - Pose Landmarks

Recommend Projects

React

A declarative, efficient, and flexible JavaScript library for building user interfaces.
Vue.js

🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript

TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
TensorFlow

An Open Source Machine Learning Framework for Everyone
Django

The Web framework for perfectionists with deadlines.
Laravel

A PHP framework for web artisans
D3

Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

javascript

JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
web

Some thing interesting about web. New door for the world.
server

A server is a program made to process requests and deliver data to clients.
Machine learning

Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Visualization

Some thing interesting about visualization, use data art
Game

Some thing interesting about game, make everyone happy.

Recommend Org

Facebook

We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft

Open source projects and samples from Microsoft.
Google

Google ❤️ Open Source for everyone.
Alibaba

Alibaba Open Source for everyone
D3

Data-Driven Documents codes.
Tencent

China tencent open source team.