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$BNFSB9ϥΠϒϥϦͷ
ັྗͱ࠷৽ػೳΛඥղ͘
Dai Miyamoto
(@dairoid7774)
1
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ࣗݾհ
• ٶຊେ
• 5XJUUFS!EBJSPJE
• (JUIVC%BJ
• גࣜձࣾϚωʔϑΥϫʔυ
• "OESPJEΤϯδχΞ
• ϚωʔϑΥϫʔυϏδωεΧϯύχʔݸਓࣄۀओຊ෦ϓϩμΫτ։ൃ෦
• ΤϯδχΞϦϯάઓུࣨεϚʔτσόΠεΤΩεύʔτάϧʔϓ ݉
2
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"HFOEB
3
ຊηογϣϯͷΰʔϧ
$BNFSB9ͷ֓ཁઆ໌
جຊతͳΧϝϥػೳͷ࣮ͷղઆ
WɺWͰՃ͞Εͨओͳ৽ػೳͷհ
W࣌Ͱ໘ͨ͠՝ʹ͍ͭͯհ
·ͱΊ
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"HFOEB
4
ຊηογϣϯͷΰʔϧ
$BNFSB9ͷ֓ཁઆ໌
جຊతͳΧϝϥػೳͷ࣮ͷղઆ
WɺWͰՃ͞Εͨओͳ৽ػೳͷհ
W࣌Ͱ໘ͨ͠՝ʹ͍ͭͯհ
·ͱΊ
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ຊηογϣϯͷΰʔϧ
• $BNFSB9ϥΠϒϥϦͷ֓ཁʹ͍ͭͯཧղͰ͖Δ
• جຊతͳΧϝϥػೳͷ࣮ํ๏ࡉ͔͍UJQTͳͲΛΔ͜ͱ͕Ͱ͖Δ
• WɺWͰՃ͞Εͨ৽ػೳʹ͍ͭͯΔ͜ͱ͕Ͱ͖Δ
5
$BNFSB9ϥΠϒϥϦͷັྗΛ͑ɺ
ΧϝϥػೳΛੜ͔ͨ͠৽ͨͳΞΠσΞΛੜΈग़͖͔͚ͬ͢Λ࡞Δ
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"HFOEB
6
ຊηογϣϯͷΰʔϧ
$BNFSB9ϥΠϒϥϦͷ֓ཁઆ໌
جຊతͳΧϝϥػೳͷ࣮ͷղઆ
WɺWͰՃ͞Εͨओͳ৽ػೳͷհ
W࣌Ͱ໘ͨ͠՝ʹ͍ͭͯհ
·ͱΊ
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Χϝϥػೳͷ࣮ʹΘΕ͖ͯͨ"1*ɾϥΠϒϥϦ
7
Android 4.4Ҏલ Android 5.0Ҏ߱
2014 2019
Camera API 2
ϦϦʔε
Camera Xൃද
v1.0.0 Stable
ϦϦʔε
2021 20226݄
v1.1.0 Stable
ϦϦʔε
20228݄
v1.2.0 Beta
ϦϦʔε
Camera API 1
Intentܦ༝
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Χϝϥػೳͷ࣮ʹΘΕ͖ͯͨ"1*ɾϥΠϒϥϦ
8
Android 4.4Ҏલ Android 5.0Ҏ߱
2014 2019
Camera API 2
ϦϦʔε
Camera Xൃද
v1.0.0 Stable
ϦϦʔε
2021 20226݄
v1.1.0 Stable
ϦϦʔε
20228݄
v1.2.0 Beta
ϦϦʔε
Camera API 1
Intentܦ༝
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Χϝϥػೳͷ࣮ʹΘΕ͖ͯͨ"1*ɾϥΠϒϥϦ
9
Android 4.4Ҏલ Android 5.0Ҏ߱
2014 2019
Camera API 2
ϦϦʔε
Camera Xൃද
v1.0.0 Stable
ϦϦʔε
2021 20226݄
v1.1.0 Stable
ϦϦʔε
20228݄
v1.2.0 Beta
ϦϦʔε
Camera API 1
Intentܦ༝
Deprecated !
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Χϝϥػೳͷ࣮ʹΘΕ͖ͯͨ"1*ɾϥΠϒϥϦ
10
Android 4.4Ҏલ Android 5.0Ҏ߱
2014 2019
Camera API 2
ϦϦʔε
Camera Xൃද
v1.0.0 Stable
ϦϦʔε
2021 20226݄
v1.1.0 Stable
ϦϦʔε
20228݄
v1.2.0 Beta
ϦϦʔε
Camera API 1
Intentܦ༝
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Χϝϥػೳͷ࣮ʹΘΕ͖ͯͨ"1*ɾϥΠϒϥϦ
11
Android 4.4Ҏલ Android 5.0Ҏ߱
2014 2019
Camera API 2
ϦϦʔε
Camera Xൃද
v1.0.0 Stable
ϦϦʔε
2021 20226݄
v1.1.0 Stable
ϦϦʔε
20228݄
v1.2.0 Beta
ϦϦʔε
Camera API 1
Intentܦ༝
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$BNFSB9ͱʁ
• ΧϝϥΞϓϦΛ༰қʹ࣮Ͱ͖Δ+FUQBDLϥΠϒϥϦ
• "OESPJE "1*-FWFM
Ҏ߱Λαϙʔτ
• $BNFSB"1*Λར༻͢ΔΑΓগͳ͍ίʔυྔͰ࣮͕Մೳ
• ଟ͘ͷσόΠεͰ҆ఆͨ͠ಈ࡞Λอূ͢ΔΑ͏ʹ࠷దԽ͕ଓ͚ΒΕ͍ͯΔ
12
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"HFOEB
13
ຊηογϣϯͷΰʔϧ
$BNFSB9ͷ֓ཁઆ໌
جຊతͳΧϝϥػೳͷ࣮ͷղઆ
WɺWͰՃ͞Εͨओͳ৽ػೳͷհ
W࣌Ͱ໘ͨ͠՝ʹ͍ͭͯհ
·ͱΊ
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$BNFSB9ͷ6TF$BTF
w 1SFWJFX ΧϝϥϓϨϏϡʔ
w *NBHF$BQUVSF ࣸਅࡱӨ
w *NBHF"OBMZTJT ը૾ղੳ
14
v1.0.0
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$BNFSB9ͷ6TF$BTF
w 1SFWJFX ΧϝϥϓϨϏϡʔ
w 1SFWJFX7JFXΛͬͯΧϝϥͷө૾Λදࣔ
w *NBHF$BQUVSF ࣸਅࡱӨ
w *NBHF"OBMZTJT ը૾ղੳ
15
v1.0.0
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private fun startCamera() {
val cameraProviderFuture =
ProcessCameraProvider.getInstance(context)
cameraProviderFuture.addListener({
val cameraProvider = cameraProviderFuture.get()
…
}, ContextCompat.getMainExecutor(context))
}
17
$BNFSB1SPWJEFSΛऔಘ͢Δ
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val preview = Preview.Builder()
.setTargetAspectRatio(…) / .setTargetResolution(…)
.setTargetRotation(…)
.build()
.also {
it.setSurfaceProvider(
binding.previewView.surfaceProvider
)
}
18
1SFWJFX6TF$BTFΛͬͯετϦʔϛϯάઃఆΛߦ͏
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try {
cameraProvider.unbindAll()
cameraProvider.bindToLifecycle(
this as LifecycleOwner,
CameraSelector.DEFAULT_BACK_CAMERA,
preview
)
}
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-JGFDZDMFʹ1SFWJFX6TF$BTFΛCJOE͢Δ
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$BNFSB9ͷ6TF$BTF
w 1SFWJFX ΧϝϥϓϨϏϡʔ
w *NBHF$BQUVSF ࣸਅࡱӨ
w ࡱӨͯ͠ࢦఆͨ͠ॴʹอଘ
w *NBHF"OBMZTJT ը૾ղੳ
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v1.0.0
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imageCapture = ImageCapture.Builder().build()
try {
cameraProvider.unbindAll()
cameraProvider.bindToLifecycle(
this as LifecycleOwner,
CameraSelector.DEFAULT_BACK_CAMERA,
preview,
imageCapture
)
}
22
-JGFDZDMFʹ*NBHF$BQUVSF6TF$BTFΛCJOE
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private fun takePicture() {
val photoFile = File(…)
val outputFileOptions =
ImageCapture.OutputFileOptions.Builder(photoFile)
.build()
}
23
ࣸਅͷอଘઌͷઃఆ
w 'JMF
w .FEJB4UPSF
w 0VUQVU4USFBN
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imageCapture.takePicture(
outputFileOptions,
ContextCompat.getMainExecutor(context),
object : ImageCapture.OnImageSavedCallback {
override fun onImageSaved(
outputFileResults: ImageCapture.OutputFileResults) {
outputFileResults.savedUri
…
}
override fun onError(exception: ImageCaptureException) {
…
}
}
)
24
ࣸਅͷࡱӨॲཧ ࢦఆͨ͠อଘઌʹอଘ͢Δ߹
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imageCapture.takePicture(
ContextCompat.getMainExecutor(context),
object : ImageCapture.OnImageCapturedCallback() {
override fun onCaptureSuccess(image: ImageProxy) {
…
}
override fun onError(exception: ImageCaptureException)
{
…
}
}
)
25
ࣸਅͷࡱӨॲཧ ը૾όοϑΝΛऔಘ
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$BNFSB9Ͱ࣮ݱͰ͖Δิॿػೳ
• ζʔϜ
DBNFSB$POUSPMTFU-JOFBS;PPN GMPBU
TFU;PPN3BUJP GMPBU
• τʔν ϑϥογϡ
DBNFSB$POUSPMFOBCMF5PSDI CPPMFBO
• λοϓϑΥʔΧε
DBNFSB$POUSPMTUBSU'PDVT"OE.FUFSJOH 'PDVT.FUFSJOH"DUJPO
• ࿐ग़ิਖ਼
DBNFSB$POUSPMTFU&YQPTVSF$PNQFOTBUJPO*OEFY JOU
26
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$BNFSB9ͷ6TF$BTF
w 1SFWJFX ΧϝϥϓϨϏϡʔ
w *NBHF$BQUVSF ࣸਅࡱӨ
w *NBHF"OBMZTJT ը૾ղੳ
w Χϝϥͷ͔ΒऔಘͰ͖Δը૾όοϑΝΛͬͯɺ
ը૾ॲཧػցֶशͷ࣮ߦ͕Ͱ͖Δ
27
v1.0.0
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imageAnalysis = ImageAnalysis.Builder()
.build()
.also {
it.setAnalyzer(
Executors.newSingleThreadExecutor(),
ImageAnalysis.Analyzer { image: ImageProxy ->
// ը૾ॲཧͳͲ
image.close()
}
)
}
28
*NBHF"OBMZTJT6TF$BTFͰը૾ੳΛߦ͏
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ΧϝϥͰऔಘͨ͠ը૾ͷ׆༻ྫ
w ը૾ॲཧ
w #JUNBQʹมͯ͠Ճ
w 0QFO$7
w ػցֶश
w 5FOTPS'MPX-JUF
w 'JSFCBTF.BDIJOF-FBSOJOH
w .-,JU
29
https://github.com/android/camera-samples/blob/develop/
CameraXTfLite/screenshots/screenshot-1.jpg
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/FYU4UFQʜ
w ʮ$BNFSB9º.-,JUͰύεϙʔτ0$3ػೳΛ࣮ʯ
w %BZʙ
w ൃදऀ:VUP"LBJLF͞Μ
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"HFOEB
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ຊηογϣϯͷΰʔϧ
$BNFSB9ͷ֓ཁઆ໌
جຊతͳΧϝϥػೳͷ࣮ͷհ
WɺWͰՃ͞Εͨओͳ৽ػೳͷհ
W࣌Ͱ໘ͨ͠՝ʹ͍ͭͯհ
·ͱΊ
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WͰશͯͷόʔδϣϯ͕౷Ұ͞Εͨ
32
ϦϦʔε camera-core
camera-
camera2
camera-
lifecycle
camera-video camera-view
camera-
extensions
2022/01/26 v1.1.0-beta01
2021/12/15 v1.1.0-alpha12 v1.0.0-alpha32
2021/10/13 v1.1.0-alpha10 v1.0.0-alpha30
2021/05/05 v1.0.0-stable v1.0.0-alpha24
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$BNFSB9ͷ6TF$BTF
w 1SFWJFX ΧϝϥϓϨϏϡʔ
w *NBHF$BQUVSF ࣸਅࡱӨ
w *NBHF"OBMZTJT ը૾ղੳ
w 7JEFP$BQUVSF ಈըࡱӨ
33
v1.1.0
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val recorder = Recorder.Builder().build()
videoCapture = VideoCapture.withOutput(recorder)
try {
cameraProvider.unbindAll()
val camera = cameraProvider.bindToLifecycle(
this as LifecycleOwner,
CameraSelector.DEFAULT_BACK_CAMERA,
preview,
videoCapture
)
}
34
3FDPSEFSͱ7JEFP$BQUVSFΛ࡞ͯ͠-JGFDZDMFʹCJOE
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35
3FDPSEFSͷಈըղ૾ͷઃఆ
w 4% Q
ɺ)% Q
ɺ')% Q
ɺ6)% Q
Recorder.Builder()
.setQualitySelector(QualitySelector.from(Quality.UHD))
w ΧϝϥσόΠεʹΑͬͯରԠ͍ͯ͠Δղ૾͕ҟͳΔ
2VBMJUZ4FMFDUPSHFU4VQQPSUFE2VBMJUJFT DBNFSBDBNFSB*OGP
w ղ૾Λࢦఆ͠ͳ͍߹ɺ')%͔ΒॱʹରԠ͍ͯ͠Δղ૾Λ୳͠ઃఆ͞ΕΔ
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ಈըͷอଘઌͷઃఆ
private fun startRecording() {
val movieFile = File(…)
val outputFileOptions =
androidx.camera.video.FileOutputOptions
.Builder(movieFile)
.build()
}
w 'JMF
w .FEJB4UPSF
w 1BSDFM'JMF%FTDSJQUPS "OESPJEҎ্
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37
ըͷ։࢝
recording = videoCapture.output
.prepareRecording(context, outputFileOptions)
//Ի͢Δ߹android.permission.RECORD_AUDIO͕ඞཁ
.withAudioEnabled()
.start(
ContextCompat.getMainExecutor(context),
captureListener
)
recording.pause()
recording.resume()
recording.stop() / recording.close()
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ըঢ়ଶͷϋϯυϦϯά
private val captureListener =
Consumer { event ->
when (event) {
is VideoRecordEvent.Start -> {}
is VideoRecordEvent.Pause -> {}
is VideoRecordEvent.Resume -> {}
is VideoRecordEvent.Finalize -> {
event.outputResults.outputUri
event.error
}
}
}
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6TF$BTFͷΈ߹Θͤ
40
LEVEL Ͱ͖Δ͜ͱ
LEGACY
ԼҐޓϞʔυ
Preview + Image Capture + Image Analysisɺ
Preview + Video Captureͷซ༻Λαϙʔτ
LIMITED Preview + Video Capture + Image Captureͷซ༻Λαϙʔτ
FULL
Camera 2Ͱɺ
ߴ࿈ࣸػೳɺϚχϡΞϧηϯαʔίϯτϩʔϧͳͲ͕αϙʔτ͞ΕΔ
LEVEL_3 Preview + Video Capture + Image Analysisͷซ༻Λαϙʔτ
EXTERNAL USBଓ͞Εͨ֎෦ΧϝϥΛද͢
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ΧϝϥσόΠεͷϨϕϧͷௐํ
$BNFSBؔ࿈ͷΧϝϥใΛऔಘ͢Δ$BNFSB$BNFSB*OGPΛհͯ͠
*/'0@4611035&%@)"3%8"3&@-&7&-Λऔಘ͢Δ
41
val camera =
provider.bindToLifecycle(this, cameraSelector)
val level = Camera2CameraInfo.from(camera.cameraInfo)
.getCameraCharacteristic(
CameraCharacteristics.INFO_SUPPORTED_HARDWARE_LEVEL
)
val isHardwareLevelLimited = level ==
CameraMetadata.INFO_SUPPORTED_HARDWARE_LEVEL_LIMITED
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$BNFSBFYUFOTJPOT͕TUBCMFϦϦʔε
w ϕϯμʔ͕ಠࣗʹࡌ͍ͯ͠Δ֦ுػೳΛΈࠐΊΔ
w "VUPपғͷ෩ܠʹ߹Θͤͯࣗಈతʹ্͕ΓΛௐ
w ϘέϙʔτϨʔτػೳ
w إࣸਅՃإͷഽͷ৭ɺܗঢ়ͳͲΛՃ
w )%3ࣗಈ࿐ग़ઃఆΛࡱӨ
w ؒϞʔυ҉͍ॴͰͷࣸਅࡱӨΛ࠷దԽ
42
v1.1.0
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&YUFOTJPOTͷαϙʔτঢ়گͷ֬ೝ
w &YUFOTJPO.BOBHFSJT&YUFOTJPO"WBJMBCMFͰಛఆͷϞʔυ͕ར༻Մೳ͔֬ೝ
w $BNFSB9Ͱαϙʔτ͞Ε͍ͯͳ͍͕ɺ$BNFSBͰαϙʔτ͞Ε͍ͯΔ
߹͋Δ
w 04ͷγεςϜΞοϓσʔτͰରԠ͞ΕΔ͜ͱ͋Δ
43
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DBNFSBWJFX͕TUBCMFϦϦʔε
w -JGFDZDMF$BNFSB$POUSPMMFS
w ͜ΕͭͰ$BNFSB9ͷओཁͳػೳΛ΄΅શͯఏڙ͢ΔߴϨϕϧ"1*
w BMQIB·Ͱ$BNFSB7JFXͱ͍͏໊લͩͬͨ
44
v1.1.0
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-JGFDZDMF$BNFSB$POUSPMMFSͰΑΓ؆୯ʹ࣮
45
val cameraController = LifecycleCameraController(context)
binding.previewView.controller = cameraController
// σϑΥϧτͰImageCaputreͱImageAnalysisɺ
// ϐϯνΠϯɾΞτͷζʔϜػೳͱλοϓ&ϑΥʔΧε͕ࣗಈͰ༗ޮʹͳΔ
cameraController.bindToLifecycle(this as LifecycleOwner)
cameraController
.setEnabledUseCases(CameraController.VIDEO_CAPTURE)
cameraController.takePicture(…)
cameraController.enableTorch(true)
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1SPDFTT$BNFSB1SPWJEFSWT-JGFDZDMF$BNFSB$POUSPMMFS
w -JGFDZDMF$BNFSB$POUSPMMFSΛ͏߹6TF$BTFΛࣗͰ࡞͢Δඞཁ͕
ͳ͘ͳΔଞɺτʔνͳͲิॿػೳશͯઃఆͰ͖Δ
w 7JEFP$BQUVSF&YQFSJNFOUBMͰɺըͷҰ࣌ఀࢭɾ࠶։ػೳ͕ແ͍
w 6TF$BTFͷ#VJMEFSͰ͔͑͠ͳ͍ઃఆ͕ͳ͚Εɺ
-JGFDZDMF$BNFSB$POUSPMMFSΛͬͨ΄͏ָ͕࣮͕ͳ͜ͱ͕ଟ͍͔
46
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$BNFSB4UBUFͰΧϝϥͷঢ়ଶΛߪಡ͢Δ
w $BNFSB*OGPDBNFSB4UBUF͔ΒɺΧϝϥͷঢ়ଶΛߪಡ͢Δ͜ͱ͕Ͱ͖Δ
w 6*ͷग़͚͠ϢʔβʔͷϑΟʔυόοΫʹ׆༻
47
cameraInfo.cameraState.observe(this as LifecycleOwner) {
when (it.type) {}
when (it.error?.type) {}
}
v1.1.0
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Χϝϥͷঢ়ଶભҠ $BNFSB4UBUF5ZQF
48
Closed
OPENING
OPEN
CLOSING
PENDING_OPEN
Bind UseCase
Χϝϥͷىಈޭ
Unbind UseCase
Χϝϥऴྃޭ ΧϝϥىಈͷϦΫΤετͪ
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ΧϝϥͷΤϥʔঢ়ଶ $BNFSB4UBUF&SSPS5ZQF
w 3&$07&3"#-&
w $BNFSB9͕ΧϝϥσόΠεͷ࠶ىಈΛࢼΈΔ
w ෮چͷࢼߦճ্ݶʹୡͨ͠߹ɺ1&/%*/(@01&/ঢ়ଶʹҠߦ͢Δ
w ΞϓϦͰ։͍͍ͯΔଞͷΧϝϥΛऴྃ͢Δ͔ɺ
ଞͷΧϝϥΞϓϦΛऴྃ͢ΔΑ͏ʹϢʔβʔཁٻ͢Δͱྑ͍
w $3*5*$"-
w $BNFSB9͕෮چෆՄೳͳΤϥʔ
w $-04*/(ঢ়ଶʹҠߦ͢Δ
49
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Wͷ৽ػೳ
w $BNFSBNMLJUWJTJPOϥΠϒϥϦ͕Ճ
w .M,JU"OBMZ[FS͕Ճ͞Εɺ.-,JUͱͷ࿈ܞ͕؆୯ʹ౷߹Ͱ͖ΔΑ͏ʹͳͬͨ
w ;FSP4IVUUFS-BH"1*͕$BNFSB9Ͱ͑ΔΑ͏ʹͳͬͨ
w $"1563&@.0%&@;&30@4)655&3@-"(Λઃఆ͢Δͱɺ
γϟολʔϘλϯΛԡ͔ͯ͠ΒࡱӨ͞ΕΔ·Ͱͷϥά͕ܰݮͰ͖Δ
w อଘͨ͠ಈըͷ.FUB%BUBʹҐஔใΛ༩Ͱ͖ΔΑ͏ʹͳͬͨ
w 0VUQVU0QUJPOTʹTFU-PDBUJPO͕Ճ
50
v1.2.0-beta
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"HFOEB
51
ຊηογϣϯͷΰʔϧ
$BNFSB9ͷ֓ཁઆ໌
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WɺWͰՃ͞Εͨओͳ৽ػೳͷհ
W࣌Ͱ໘ͨ͠՝ʹ͍ͭͯհ
·ͱΊ
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$BNFSB9ͩͱղ૾ͰࡱӨ͞Εͯ͠·͏ʂʁ
Ұ෦ͷػछͰ$BNFSB9ͰࡱӨͨ͠ը૾ͷղ૾͕ɺϓϦΠϯετʔϧ͞Εͯ
͍ΔΧϝϥΞϓϦ$BNFSBͰࡱӨͨ͠ը૾ΑΓ͘ͳͬͯ͠·ͬͨ
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Camera XͰࡱӨͨ͠ը૾
ϓϦΠϯετʔϧͷΧϝϥΞϓϦͰࡱӨͨ͠ը૾
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ΧϝϥσόΠε͕αϙʔτ͍ͯ͠Δղ૾ͷऔಘ
w ΧϝϥσόΠεͷϋʔυΣΞϨϕϧɺࢦఆͨ͠ΞεϖΫτൺɺ
ղ૾ʹΑͬͯɺ$BNFSB9͕αϙʔτ͢Δ࠷దͳղ૾Λࣗಈతʹܾఆ͢Δ
w 4USFBN$POGJHVSBUJPO.BQHFU0VUQVU4J[FT
ͰσόΠε͕αϙʔτ͢Δ
ղ૾ͷϦετΛऔಘͰ͖Δ
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val camera2Info = Camera2CameraInfo.from(cameraInfo)
val config =
camera2Info.getCameraCharacteristic(
CameraCharacteristics.SCALER_STREAM_CONFIGURATION_MAP
)
val supportResolutionSizes = config?.getOutputSizes(ImageFormat.JPEG)
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HFU0VUQVU4J[FT
Y
Y
Y
Y
Y
Y
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HFU)JHI3FTPMVUJPO0VUQVU4J[FT
Y
Y
Y
Y
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HFU0VUQVU4J[FT
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w HFU)JHI3FTPMVUJPO0VUQVU4J[FT
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WͰٹࡁ͞Εͦ͏ʜ
w IUUQTJTTVFUSBDLFSHPPHMFDPNJTTVFT
w ৽͍͠"1*Λ։ൃதͱͷ͜ͱ
w 5BSHFUFE5PBMQIB
w $BNFSBʹஔ͖͑ͯରԠ͢Δ͜ͱʹͨ͠
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"HFOEB
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ຊηογϣϯͷΰʔϧ
$BNFSB9ͷ֓ཁઆ໌
جຊతͳΧϝϥػೳͷ࣮ͷհ
WɺWͰՃ͞Εͨओͳ৽ػೳͷհ
W࣌Ͱ໘ͨ͠՝ʹ͍ͭͯհ
·ͱΊ
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·ͱΊ $BNFSB9ʹ͍ͭͯ
w ѹతʹগͳ͍ίʔυྔͰҰൠతͳΧϝϥػೳ͕࣮ݱՄೳ
w ػցֶशͳͲΛΈࠐΜͰɺը૾ղੳΛߦ͏ͱԠ༻ͷ෯͕͕Δ
w W͔ΒಈըࡱӨͷDBNFSBWJEFPͳͲ͕ͭTUBCMFʹͳͬͨ
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w ΧϝϥσόΠεʹΑͬͯ͑Δػೳ͕ݶΒΕΔ͜ͱ͕͋Δ
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·ͱΊ Χϝϥػೳ࣮ʹ͓͚Δٕज़બఆ
w ҰൠతͳΧϝϥػೳΛ࣮͢ΔͳΒɺ$BNFSB9ϥΠϒϥϦ͕͓͢͢Ί
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w *OUFOUͰΧϝϥΞϓϦΛىಈ͢ΔͷखஈͷҰ͕ͭͩɺΧελϚΠζੑແ͍
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3FGFSFODF
w IUUQTEFWFMPQFSBOESPJEDPNKFUQBDLBOESPJEYSFMFBTFTDBNFSB
w "OESPJE%FWFMPQFSTc$BNFSB93FMFBTF/PUF
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w "OESPJE%FWFMPQFSTc$BNFSB9ͷ֓ཁ
w IUUQTHJUIVCDPNBOESPJEDBNFSBTBNQMFT
w $BNFSBɺ$BNFSB9Λͬͨαϯϓϧίʔυू
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એ
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https://hrmos.co/pages/moneyforward/jobs/0004337
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5IBOLZPV
GPSMJTUFOJOH
Dai Miyamoto
(@dairoid7774)
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