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Иван Кубота
face
Commits
fdc7566c
Commit
fdc7566c
authored
Nov 03, 2018
by
vincent
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fixed testcase + faceLandmarkDetection node example
parent
4b9d9afd
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3 changed files
with
56 additions
and
5 deletions
+56
-5
faceDetection.ts
examples-nodejs/faceDetection.ts
+11
-4
faceLandmarkDetection.ts
examples-nodejs/faceLandmarkDetection.ts
+27
-0
FaceLandmark68NetBase.test.ts
test/tests/faceLandmarkNet/FaceLandmark68NetBase.test.ts
+18
-1
No files found.
examples-nodejs/
index
.ts
→
examples-nodejs/
faceDetection
.ts
View file @
fdc7566c
import
*
as
faceapi
from
'../src'
import
'@tensorflow/tfjs-node'
import
'@tensorflow/tfjs-node'
;
import
*
as
canvas
from
'canvas'
;
import
*
as
path
from
'path'
;
import
*
as
fs
from
'fs'
;
import
*
as
faceapi
from
'../src'
;
const
{
Canvas
,
Image
}
=
canvas
faceapi
.
env
.
monkeyPatch
({
Canvas
,
Image
})
async
function
run
()
{
await
faceapi
.
nets
.
ssdMobilenetv1
.
loadFromDisk
(
path
.
resolve
(
__dirname
,
'../weights'
)
)
await
faceapi
.
nets
.
ssdMobilenetv1
.
loadFromDisk
(
'../weights'
)
const
img
=
await
canvas
.
loadImage
(
'./bbt1.jpg'
)
const
detections
=
await
faceapi
.
detectAllFaces
(
img
)
const
out
=
faceapi
.
createCanvasFromMedia
(
img
)
as
any
faceapi
.
drawDetection
(
out
,
detections
)
fs
.
writeFileSync
(
'./faceDetection.jpg'
,
out
.
toBuffer
(
'image/jpeg'
))
console
.
log
(
detections
)
}
...
...
examples-nodejs/faceLandmarkDetection.ts
0 → 100644
View file @
fdc7566c
import
'@tensorflow/tfjs-node'
;
import
*
as
canvas
from
'canvas'
;
import
*
as
fs
from
'fs'
;
import
*
as
faceapi
from
'../src'
;
const
{
Canvas
,
Image
}
=
canvas
faceapi
.
env
.
monkeyPatch
({
Canvas
,
Image
})
async
function
run
()
{
await
faceapi
.
nets
.
ssdMobilenetv1
.
loadFromDisk
(
'../weights'
)
await
faceapi
.
nets
.
faceLandmark68Net
.
loadFromDisk
(
'../weights'
)
const
img
=
await
canvas
.
loadImage
(
'./bbt1.jpg'
)
const
results
=
await
faceapi
.
detectAllFaces
(
img
).
withFaceLandmarks
()
const
out
=
faceapi
.
createCanvasFromMedia
(
img
)
as
any
faceapi
.
drawDetection
(
out
,
results
.
map
(
res
=>
res
.
detection
))
faceapi
.
drawLandmarks
(
out
,
results
.
map
(
res
=>
res
.
faceLandmarks
),
{
drawLines
:
true
,
color
:
'red'
})
fs
.
writeFileSync
(
'./faceLandmarkDetection.jpg'
,
out
.
toBuffer
(
'image/jpeg'
))
}
run
()
\ No newline at end of file
test/tests/faceLandmarkNet/FaceLandmark68NetBase.test.ts
View file @
fdc7566c
...
...
@@ -2,11 +2,28 @@ import * as tf from '@tensorflow/tfjs-core';
import
{
FaceLandmark68NetBase
}
from
'../../../src/faceLandmarkNet/FaceLandmark68NetBase'
;
class
FakeFaceLandmark68NetBase
extends
FaceLandmark68NetBase
<
any
>
{
public
runNet
(
_
:
any
):
any
{
}
protected
getDefaultModelName
():
any
{
throw
new
Error
(
'FakeNeuralNetwork - getDefaultModelName not implemented'
)
}
protected
extractParams
(
_
:
any
):
any
{
throw
new
Error
(
'FakeNeuralNetwork - extractParams not implemented'
)
}
protected
extractParamsFromWeigthMap
(
_
:
any
):
any
{
throw
new
Error
(
'FakeNeuralNetwork - extractParamsFromWeigthMap not implemented'
)
}
}
describe
(
'FaceLandmark68NetBase'
,
()
=>
{
describe
(
'postProcess'
,
()
=>
{
const
net
=
new
FaceLandmark68NetBase
(
''
)
const
net
=
new
Fa
keFa
ceLandmark68NetBase
(
''
)
describe
(
'single batch'
,
()
=>
{
...
...
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