Lock in $30 Savings on PRO—Offer Ends Soon! ⏳
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Vision Framework 入門
Search
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
4.4k
Alexa, Swiftで スマートスピーカーは実装できる?
motokiee
0
1.8k
iOSの自動化と仕組み化 ~コードと設計に集中する~
motokiee
11
3k
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
3.1k
Hello React Native
motokiee
8
620
RxSwift in Practice
motokiee
11
6k
Other Decks in Technology
See All in Technology
Microsoft Agent 365 を 30 分でなんとなく理解する
skmkzyk
1
1k
Edge AI Performance on Zephyr Pico vs. Pico 2
iotengineer22
0
110
AWS re:Invent 2025で見たGrafana最新機能の紹介
hamadakoji
0
120
安いGPUレンタルサービスについて
aratako
2
2.6k
AI時代におけるアジャイル開発について
polyscape_inc
0
130
Challenging Hardware Contests with Zephyr and Lessons Learned
iotengineer22
0
120
形式手法特論:CEGAR を用いたモデル検査の状態空間削減 #kernelvm / Kernel VM Study Hokuriku Part 8
ytaka23
2
440
乗りこなせAI駆動開発の波
eltociear
1
970
【CEDEC+KYUSHU2025】学生・若手必見!テクニカルアーティスト 大全 ~仕事・スキル・キャリアパス、TAの「わからない」を徹底解剖~
cygames
PRO
0
140
Agentic AI Patterns and Anti-Patterns
glaforge
1
200
5分で知るMicrosoft Ignite
taiponrock
PRO
0
170
意外とあった SQL Server 関連アップデート + Database Savings Plans
stknohg
PRO
0
290
Featured
See All Featured
Code Review Best Practice
trishagee
74
19k
[SF Ruby Conf 2025] Rails X
palkan
0
490
Writing Fast Ruby
sferik
630
62k
jQuery: Nuts, Bolts and Bling
dougneiner
65
8.2k
Embracing the Ebb and Flow
colly
88
4.9k
The Cost Of JavaScript in 2023
addyosmani
55
9.3k
How STYLIGHT went responsive
nonsquared
100
5.9k
We Have a Design System, Now What?
morganepeng
54
7.9k
The Success of Rails: Ensuring Growth for the Next 100 Years
eileencodes
47
7.8k
Design and Strategy: How to Deal with People Who Don’t "Get" Design
morganepeng
132
19k
Refactoring Trust on Your Teams (GOTO; Chicago 2020)
rmw
35
3.3k
RailsConf 2023
tenderlove
30
1.3k
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