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Commit 1cba5ada by vincent
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face landmark example

parent ec095c07
Showing with 74 additions and 0 deletions
examples/public/commons.js
...@@ -24,6 +24,12 @@ async function initFaceRecognitionNet() { ...@@ -24,6 +24,12 @@ async function initFaceRecognitionNet() {
return faceapi.faceRecognitionNet(weights) return faceapi.faceRecognitionNet(weights)
} }
async function initFaceLandmarkNet() {
const res = await axios.get('face_landmark_68_model.weights', { responseType: 'arraybuffer' })
const weights = new Float32Array(res.data)
return faceapi.faceLandmarkNet(weights)
}
// fetch first image of each class and compute their descriptors // fetch first image of each class and compute their descriptors
async function initTrainDescriptorsByClass(net, numImagesForTraining = 1) { async function initTrainDescriptorsByClass(net, numImagesForTraining = 1) {
const maxAvailableImagesPerClass = 5 const maxAvailableImagesPerClass = 5
...@@ -83,6 +89,10 @@ function renderNavBar(navbarId, exampleUri) { ...@@ -83,6 +89,10 @@ function renderNavBar(navbarId, exampleUri) {
name: 'Face Similarity' name: 'Face Similarity'
}, },
{ {
uri: 'face_landmarks',
name: 'Face Landmarks'
},
{
uri: 'detect_and_draw_faces', uri: 'detect_and_draw_faces',
name: 'Detect and Draw Faces' name: 'Detect and Draw Faces'
}, },
......
examples/server.js
...@@ -15,6 +15,7 @@ app.get('/face_detection', (req, res) => res.sendFile(path.join(viewsDir, 'faceD ...@@ -15,6 +15,7 @@ app.get('/face_detection', (req, res) => res.sendFile(path.join(viewsDir, 'faceD
app.get('/face_detection_video', (req, res) => res.sendFile(path.join(viewsDir, 'faceDetectionVideo.html'))) app.get('/face_detection_video', (req, res) => res.sendFile(path.join(viewsDir, 'faceDetectionVideo.html')))
app.get('/face_recognition', (req, res) => res.sendFile(path.join(viewsDir, 'faceRecognition.html'))) app.get('/face_recognition', (req, res) => res.sendFile(path.join(viewsDir, 'faceRecognition.html')))
app.get('/face_similarity', (req, res) => res.sendFile(path.join(viewsDir, 'faceSimilarity.html'))) app.get('/face_similarity', (req, res) => res.sendFile(path.join(viewsDir, 'faceSimilarity.html')))
app.get('/face_landmarks', (req, res) => res.sendFile(path.join(viewsDir, 'faceLandmarks.html')))
app.get('/detect_and_draw_faces', (req, res) => res.sendFile(path.join(viewsDir, 'detectAndDrawFaces.html'))) app.get('/detect_and_draw_faces', (req, res) => res.sendFile(path.join(viewsDir, 'detectAndDrawFaces.html')))
app.get('/detect_and_recognize_faces', (req, res) => res.sendFile(path.join(viewsDir, 'detectAndRecognizeFaces.html'))) app.get('/detect_and_recognize_faces', (req, res) => res.sendFile(path.join(viewsDir, 'detectAndRecognizeFaces.html')))
......
examples/views/faceLandmarks.html 0 → 100644
<!DOCTYPE html>
<html>
<head>
<script src="face-api.js"></script>
<script src="axios.min.js"></script>
<script src="commons.js"></script>
<link rel="stylesheet" href="styles.css">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/materialize/0.100.2/css/materialize.css">
<script type="text/javascript" src="https://code.jquery.com/jquery-2.1.1.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/materialize/0.100.2/js/materialize.min.js"></script>
</head>
<body>
<div class="center-content page-container">
<div id="navbar"></div>
<div>
<div class="progress" id="loader">
<div class="indeterminate"></div>
</div>
<div class="row side-by-side">
<div class="center-content">
<div id="faceContainer"></div>
<div id="selectList"></div>
</div>
</div>
</div>
</div>
<script>
let net
async function onSelectionChanged(uri) {
const imgBuf = await fetchImage(uri)
const img = await faceapi.bufferToImage(imgBuf)
const canvas = faceapi.createCanvasFromMedia(img)
$('#faceContainer').empty()
$('#faceContainer').append(canvas)
const landmarks = await net.detectLandmarks(canvas)
faceapi.drawLandmarks(canvas, landmarks, { lineWidth: 4 })
}
async function run() {
net = await initFaceLandmarkNet()
$('#loader').hide()
await onSelectionChanged($('#selectList select').val())
}
$(document).ready(function() {
renderNavBar('#navbar', 'face_landmarks')
renderFaceImageSelectList(
'#selectList',
onSelectionChanged,
{ className: 'sheldon', imageIdx: 1 }
)
run()
})
</script>
</body>
</html>
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