This project uses TF.js to calculate the facial landmarks.
There are many Demos out there that are too complex. This repository is the minimum setup that I developed that contains a reasonable amount of component.
This repo uses that latest dependencies from Google at 2022-05-31:
There are 5 files in this repo:
- README.md (this file)
- index.html (include the dependencies and JS files)
- landmarks.js (facial landmarks index)
- sketch.js (integration and logic)
- sample.png (DEMO image)
If you want to try this repo by yourself, you can clone the project and use http-server to host the index.html file.
- I saw more than 10% frame rate improvement jumping from TF.js
2.4.0to TF.js3.3.0. - Model
[email protected]seems to be slightly more stable than[email protected], but the difference is hard to tell. - I am using MacBook, and I had tried several methods (including plaid-ml) to utilize my MacBook's GPU to do the job. At the end, using WebGL with TF.js is the easiest and the fastest solution.
- I saw 20% frame rate improvement when moving from a 2017 MacBook to a 2020 MacBook. A better computer does help.
- 2021-04-15
- TF.js update to
3.4.0 - Add landmarks color
- TF.js update to
- 2021-04-23
- TF.js update to
3.5.0
- TF.js update to
- 2021-04-26
- Add
cameraFlipvariable
- Add
- 2021-04-29
- TF.js update to
3.6.0
- TF.js update to
- 2021-05-01
- Add irises
- 2021-06-04
- TF.js update to
3.7.0
- TF.js update to
- 2021-07-16
- TF.js update to
3.8.0
- TF.js update to
- 2021-09-01
- TF.js update to
3.9.0
- TF.js update to
- 2021-10-22
- TF.js update to
3.10.0
- TF.js update to
- 2021-10-28
- TF.js update to
3.11.0
- TF.js update to
- 2022-01-16
- TF.js update to
3.13.0
- TF.js update to
- 2022-04-18
- TF.js update to
3.15.0
- TF.js update to
- 2022-05-31
- TF.js update to
3.18.0
- TF.js update to