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
·
SiteGround - Reliable hosting with speed, security, and support you can count on.
→
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
OWASP Top 10:2025 リリースと 少しの日本語化にまつわる裏話
okdt
PRO
3
740
OpenShiftでllm-dを動かそう!
jpishikawa
0
110
MCPでつなぐElasticsearchとLLM - 深夜の障害対応を楽にしたい / Bridging Elasticsearch and LLMs with MCP
sashimimochi
0
170
配列に見る bash と zsh の違い
kazzpapa3
1
140
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
240
Context Engineeringが企業で不可欠になる理由
hirosatogamo
PRO
3
580
~Everything as Codeを諦めない~ 後からCDK
mu7889yoon
3
360
Agile Leadership Summit Keynote 2026
m_seki
1
610
フルカイテン株式会社 エンジニア向け採用資料
fullkaiten
0
10k
[CV勉強会@関東 World Model 読み会] Orbis: Overcoming Challenges of Long-Horizon Prediction in Driving World Models (Mousakhan+, NeurIPS 2025)
abemii
0
130
GitHub Issue Templates + Coding Agentで簡単みんなでIaC/Easy IaC for Everyone with GitHub Issue Templates + Coding Agent
aeonpeople
1
220
Kiro IDEのドキュメントを全部読んだので地味だけどちょっと嬉しい機能を紹介する
khmoryz
0
190
Featured
See All Featured
End of SEO as We Know It (SMX Advanced Version)
ipullrank
3
3.9k
Music & Morning Musume
bryan
47
7.1k
Leveraging Curiosity to Care for An Aging Population
cassininazir
1
160
Claude Code のすすめ
schroneko
67
210k
Agile that works and the tools we love
rasmusluckow
331
21k
Visualization
eitanlees
150
17k
Building Experiences: Design Systems, User Experience, and Full Site Editing
marktimemedia
0
410
Groundhog Day: Seeking Process in Gaming for Health
codingconduct
0
92
YesSQL, Process and Tooling at Scale
rocio
174
15k
The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs
inesmontani
PRO
3
3k
SEO in 2025: How to Prepare for the Future of Search
ipullrank
3
3.3k
Everyday Curiosity
cassininazir
0
130
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