[New Feature] Add web folder to support web documentation

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Rudy Haryanto
2022-10-04 20:17:17 +07:00
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---
id: facial-landmark
title: Facial Landmark
---
Facial landmarks refer to specific regions of the face, with x, y, and z coordinates for each facial landmark variable indicating where in the image frame that specific region of the face is located.
<figure>
<img src="../docs/assets/facial-landmark-1.png" width="500" alt="Visual representation of the facial landmarks calculated by OpenDBM, which relies on OpenFace and OpenCV for its measurements." />
<figcaption>Visual representation of the facial landmarks calculated by OpenDBM, which relies on OpenFace and OpenCV for its measurements.</figcaption>
</figure>
OpenDBM calculates overall change in facial landmark positioning and in doing so measures facial musculature movements at the level of individual facial landmarks. Individual movement of a total of 68 facial landmarks is measured using the raw and derived variables listed in the tables below.
## Raw Variables
| Variable | Description |
| ----------- | ----------- |
| `fac_lmkXXdisp` | **Landmark displacement.** Frame-wise change in landmark positioning i.e. the euclidean distance in the xyz plane, where XX can be any number between 01 and 68, referring to all individual facial landmarks. |
## Derived Variables
| Variable | Description |
| ----------- | ----------- |
| `fac_lmkXXdisp_mean` | **Landmark displacement mean.** The mean value of fac_lmkXXdisp for the inputted video. |
| `fac_lmkXXdisp_std` | **Landmark displacement standard deviation.** The standard deviation value of fac_lmkXXdisp for the inputted video. |