Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Vision Framework 入門
Search
Sponsored
·
Ship Features Fearlessly
Turn features on and off without deploys. Used by thousands of Ruby developers.
→
Motoki Narita
August 09, 2017
Technology
2
1.9k
Vision Framework 入門
potatotips #42
https://potatotips.connpass.com/event/60015/
※公開されている情報を元に構成されています
Motoki Narita
August 09, 2017
Tweet
Share
More Decks by Motoki Narita
See All by Motoki Narita
Mercari 10years iOS Development
motokiee
5
4.5k
Alexa, Swiftで スマートスピーカーは実装できる?
motokiee
0
1.9k
iOSの自動化と仕組み化 ~コードと設計に集中する~
motokiee
11
3.1k
入力を型で表現する
motokiee
2
3.9k
Move Fast iOS Development
motokiee
4
3.9k
結婚式を支えた技術 Firebaseを活用したサーバレスiOSアプリケーション開発
motokiee
33
26k
Lightweight Dependency Injection tips
motokiee
10
3.2k
Hello React Native
motokiee
8
630
RxSwift in Practice
motokiee
11
6k
Other Decks in Technology
See All in Technology
SREチームをどう作り、どう育てるか ― Findy横断SREのマネジメント
rvirus0817
0
290
Introduction to Sansan for Engineers / エンジニア向け会社紹介
sansan33
PRO
6
68k
AIエージェントを開発しよう!-AgentCore活用の勘所-
yukiogawa
0
170
What happened to RubyGems and what can we learn?
mikemcquaid
0
300
Data Hubグループ 紹介資料
sansan33
PRO
0
2.7k
超初心者からでも大丈夫!オープンソース半導体の楽しみ方〜今こそ!オレオレチップをつくろう〜
keropiyo
0
110
コスト削減から「セキュリティと利便性」を担うプラットフォームへ
sansantech
PRO
3
1.5k
名刺メーカーDevグループ 紹介資料
sansan33
PRO
0
1k
Introduction to Sansan, inc / Sansan Global Development Center, Inc.
sansan33
PRO
0
3k
We Built for Predictability; The Workloads Didn’t Care
stahnma
0
140
AWS Network Firewall Proxyを触ってみた
nagisa53
1
240
会社紹介資料 / Sansan Company Profile
sansan33
PRO
15
400k
Featured
See All Featured
[RailsConf 2023] Rails as a piece of cake
palkan
59
6.3k
The innovator’s Mindset - Leading Through an Era of Exponential Change - McGill University 2025
jdejongh
PRO
1
93
Groundhog Day: Seeking Process in Gaming for Health
codingconduct
0
93
Templates, Plugins, & Blocks: Oh My! Creating the theme that thinks of everything
marktimemedia
31
2.7k
GraphQLとの向き合い方2022年版
quramy
50
14k
How STYLIGHT went responsive
nonsquared
100
6k
Paper Plane
katiecoart
PRO
0
46k
16th Malabo Montpellier Forum Presentation
akademiya2063
PRO
0
51
The Limits of Empathy - UXLibs8
cassininazir
1
220
Rails Girls Zürich Keynote
gr2m
96
14k
Rebuilding a faster, lazier Slack
samanthasiow
85
9.4k
Leo the Paperboy
mayatellez
4
1.4k
Transcript
7JTJPO'SBNFXPSLೖ !NPUPLJFF QPUBUPUJQT
ࣗݾհ w HJUIVC UXJUUFS!NPUPLJFF w ϝϧΧϦικJ04ΤϯδχΞ w ϝϧΧϦΧϧνʔϜ w J04%$+BQBOελοϑ
7JTJPO'SBNFXPSLͱ
$PSF.-ͱ7JTJPOͷҧ͍ʁ
ΞϓϦέʔγϣϯ 7JTJPO /-1 $PSF.- "DDFMFSBUF .14 IUUQTEFWFMPQFSBQQMFDPNWJEFPTQMBZXXEDΛࢀߟʹ࡞
ΞϓϦέʔγϣϯ 7JTJPO /-1 /BUVSBM-BOHVBHF1SPDFTTJOH $PSF.- "DDFMFSBUF .14 %PNBJO4QFDJpD ಛఆͷλεΫʹಛԽͨ͠ը૾ղੳͷͨΊͷϑϨʔϜϫʔΫ
ΞϓϦέʔγϣϯ 7JTJPO /-1 /BUVSBM-BOHVBHF1SPDFTTJOH $PSF.- "DDFMFSBUF .14 7JTJPOը૾ղੳʹಛԽ͍ͯ͠Δ %PNBJO4QFDJpD
ΞϓϦέʔγϣϯ 7JTJPO /-1 /BUVSBM-BOHVBHF1SPDFTTJOH $PSF.- "DDFMFSBUF .14 %PNBJO4QFDJpD 7JTJPO$PSF.-͕ϕʔεʹͳ͍ͬͯΔ
ΞϓϦέʔγϣϯ 7JTJPO /-1 /BUVSBM-BOHVBHF1SPDFTTJOH $PSF.- "DDFMFSBUF .14 %PNBJO4QFDJpD ྡΓʹ͋Δ/-1'PVOEBUJPOʹΈࠐ·Ε͍ͯͯɺ /4-JOHVJTUJD5BHHFSͳͲͰΘΕ͍ͯΔͱͷ͜ͱ
ࠓճΓ͔ͨͬͨͷɺ 7JTJPOͰόʔίʔυΛݕग़͢Δ͜ͱ
Barcode Detection IUUQTEFWFMPQFSBQQMFDPNWJEFPTQMBZXXEDΑΓ
w 7JTJPOΛͬͯόʔίʔυͷݕग़Λ͍ͨ͠ w ͔݁Βݴ͏ͱ7JTJPO .-&YBNQMFͱ͍͏88%$ ͷηογϣϯͰΘΕ͍ͯͨαϯϓϧΛݩʹػց ֶशͷ͕ࣝͳͯ͘͢ΜͳΓ7JTJPOಈ͔͢͜ͱ ͕Ͱ͖ͨ w ͨͩ͠ͱ͍͏Λ͢Δ
࣮ํ๏
IUUQTEFWFMPQFSBQQMFDPNWJEFPTQMBZXXEDΑΓ Analyzing an Image The Machinery The Results The Asks
IUUQTEFWFMPQFSBQQMFDPNWJEFPTQMBZXXEDΑΓ Analyzing an Image The Machinery The Results The Asks
Requests VNDetectBarcodesRequest VNDetectFaceLandmarksRequest VNDetectFaceRectanglesRequest … Observations VNClassificationObservation VNDetectedObjectObservation VNFaceObservation … RequestHandler VNImageRequestHandler
w ը૾͔ΒόʔίʔυΛݕग़ w 7/%FUFDU#BSDPEFT3FRVFTUΛͬͯɺը૾͔Β όʔίʔυΛಡΈऔΔ
Analyzing an Image The Machinery The Results The Asks Requests
VNDetectBarcodesRequest VNDetectFaceLandmarksRequest VNDetectFaceRectanglesRequest … Observations VNClassificationObservation VNDetectedObjectObservation VNFaceObservation … RequestHandler VNImageRequestHandler IUUQTEFWFMPQFSBQQMFDPNWJEFPTQMBZXXEDΑΓ
let handler = VNImageRequestHandler(ciImage: ciImage, orientation: orientation) try! handler.perform([barcodeClassificationRequest])
w ը૾͔Βόʔίʔυͷ*4#/ίʔυΛऔΓग़͢
Analyzing an Image The Machinery The Results The Asks Requests
VNDetectBarcodesRequest VNDetectFaceLandmarksRequest VNDetectFaceRectanglesRequest … Observations VNClassificationObservation VNDetectedObjectObservation VNFaceObservation … RequestHandler VNImageRequestHandler IUUQTEFWFMPQFSBQQMFDPNWJEFPTQMBZXXEDΑΓ
lazy var barcodeClassificationRequest: VNDetectBarcodesRequest = { return VNDetectBarcodesRequest(completionHandler: { request,
error in guard let observations = request.results as? [VNBarcodeObservation] else { return } let rects = observations.map { $0.boundingBox } DispatchQueue.main.async { [weak self] in for rect in rects { let view = UIView(frame: convertedRect(rect: rect, to: self!.imageView.frame.size)) view.backgroundColor = .green self?.imageView.addSubview(view) } } let _ = observations.flatMap { observation -> CIBarcodeDescriptor? in if let desc = observation.barcodeDescriptor as? CIBarcodeDescriptor { return desc } else { return nil } } }) }()
lazy var barcodeClassificationRequest: VNDetectBarcodesRequest = { return VNDetectBarcodesRequest(completionHandler: { request,
error in guard let observations = request.results as? [VNBarcodeObservation] else { return } let rects = observations.map { $0.boundingBox } DispatchQueue.main.async { [weak self] in for rect in rects { let view = UIView(frame: convertedRect(rect: rect, to: self!.imageView.frame.size)) view.backgroundColor = .green self?.imageView.addSubview(view) } } let _ = observations.flatMap { observation -> CIBarcodeDescriptor? in if let desc = observation.barcodeDescriptor as? CIBarcodeDescriptor { return desc } else { return nil } } }) }()
ͱΓ͋͑ͣͰ͖ͨ
͕ɺ
όʔίʔυ͕Ͳ͜ʹ͋Δ͔Θ͔͚ͬͨͲɺ ༰ʢ&"/ίʔυʣ͔Βͳ͔ͬͨʜ
lazy var barcodeClassificationRequest: VNDetectBarcodesRequest = { return VNDetectBarcodesRequest(completionHandler: { request,
error in guard let observations = request.results as? [VNBarcodeObservation] else { return } let rects = observations.map { $0.boundingBox } DispatchQueue.main.async { [weak self] in for rect in rects { let view = UIView(frame: convertedRect(rect: rect, to: self!.imageView.frame.size)) view.backgroundColor = .green self?.imageView.addSubview(view) } } let _ = observations.flatMap { observation -> CIBarcodeDescriptor? in if let desc = observation.barcodeDescriptor as? CIBarcodeDescriptor { return desc } else { return nil } } }) }()
w $*#BS$PEF%FTDSJQUPSͰ&"/ίʔυ͕औಘͰ͖Δ ͣɺͱࢥ͍͕ͬͯͨɺͦΜͳͷͳ͔ͬͨ w $*#BS$PEF%FTDSJQUPS/40CKFDUͷαϒΫϥεͰ ಛʹԿ࣮͞Ε͍ͯͳ͍
IUUQTEFWFMPQFSBQQMFDPNWJEFPTQMBZXXEDΑΓ Framework Barcode Support Several frameworks support various barcodes types
AVFoundation.framework Vision.framework CoreImage.framework Detection of barcodes during capture Detection of barcodes after capture Rendering barcodes CIBarcodeDescriptor
IUUQTEFWFMPQFSBQQMFDPNEPDVNFOUBUJPODPSFJNBHFDJCBSDPEFEFTDSJQUPS
w ࣮$*#BS$PEF%FTDSJQUPSͷαϒΫϥεʹҕͶΒ Ε͍ͯͯɺ͍·ཉ͍͠ͷ&"/ίʔυʹରԠͨ͠ ͷͳ͔ͬͨ IUUQTEFWFMPQFSBQQMFDPNEPDVNFOUBUJPODPSFJNBHFDJCBSDPEFEFTDSJQUPS
w $*23$PEF%FTDSJQUPS w $*"[UFD$PEF%FTDSJQUPS w $*1%'$PEF%FTDSJQUPS w $*%BUB.BUSJY$PEF%FTDSJQUPS ରԠ͍ͯ͠Δ̎࣍ݩίʔυ
Framework Barcode Support Several frameworks support various barcodes types AVFoundation.framework
Vision.framework CoreImage.framework Detection of barcodes during capture Detection of barcodes after capture Rendering barcodes CIBarcodeDescriptor
·ͱΊ w 7JTJPOΛ͏ͱόʔίʔυ͕ը૾ͷதʹ͋Δͱ͍͏ ͜ͱ͔Δ w ը໘্ͷͲ͜ʹ͋Δ͔ͷ࠲ඪऔΕΔͷͰɺؤுͬ ͯ&"/ίʔυม·ͰͰ͖Δͣ w IUUQTEFWFMPQFSBQQMFDPNWJEFPTQMBZ XXED
UJNF
͓ΘΓ