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
Paper:ShapeMask
Search
fam_taro
November 26, 2019
Technology
96
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
Paper:ShapeMask
fam_taro
November 26, 2019
More Decks by fam_taro
See All by fam_taro
NeRFの概要と 派生系についてのふんわり紹介
fam_taro
3
4.4k
実践 PyTorch Lightning (2019/11/30 分析コンペLT会 #1)
fam_taro
3
4.6k
Summary: Objects as Points
fam_taro
0
3.3k
Paper-Survey: Objects as Points
fam_taro
0
2.4k
Tensorコアを使った PyTorch の高速化について
fam_taro
4
4.1k
Sequence to Sequence Learning with Neural Networks
fam_taro
1
1.1k
Other Decks in Technology
See All in Technology
AI活用の現在地、 ちゃんと見えてますか?/XPfest-2026
visional_engineering_and_design
0
160
AIで実装は速くなった。なのにプロダクトは速くならない。職能の壁を越えて価値のフローを設計する
nwiizo
6
7.2k
ペアプロの価値はコードを書くことだけじゃない
codmoninc
PRO
0
120
設計の世代交代を乗り越える、14年続くAndroidアプリの開発戦略
sansantech
PRO
1
150
AI 駆動 Terraform 開発/SRE_BizReach_MIXI_2
visional_engineering_and_design
2
1.6k
Driving AI Adoption Using In-House GPUs to Serve Qwen
po3rin
2
460
DGX Sparkを2台使って いろいろ動かす話
sonoda_mj
1
130
データエンジニアリングワークショップ:Auto LoaderとSparkで学ぶデータパイプライン構築
databricksjapan
PRO
0
180
Nav2、Nav3 ... はたまた自作?〜 作って理解する Nav3 の設計意図 〜 / Nav2, Nav3 ... or Build Your Own? — Understanding Nav3's design intent by building it from scratch
yanzm
0
250
Beyond the Hype: Practical AI for Your Oracle Database with MCP
thatjeffsmith
1
270
Bet AI Day 2026丨Agentは、「金融」という巨大産業の何を変えられるのか
layerx
PRO
0
1k
データエンジニアの困りごとをDevinと一緒に解消する
10xinc
2
840
Featured
See All Featured
Site-Speed That Sticks
csswizardry
13
1.5k
Tips & Tricks on How to Get Your First Job In Tech
honzajavorek
1
720
ラッコキーワード サービス紹介資料
rakko
1
4.8M
Google's AI Overviews - The New Search
badams
0
1.6k
[Rails World 2023 - Day 1 Closing Keynote] - The Magic of Rails
eileencodes
38
3k
Product Roadmaps are Hard
iamctodd
55
13k
Lightning Talk: Beautiful Slides for Beginners
inesmontani
PRO
2
670
Templates, Plugins, & Blocks: Oh My! Creating the theme that thinks of everything
marktimemedia
31
2.9k
Practical Orchestrator
shlominoach
191
12k
Mind Mapping
helmedeiros
1
350
Being A Developer After 40
akosma
91
590k
Noah Learner - AI + Me: how we built a GSC Bulk Export data pipeline
techseoconnect
PRO
0
430
Transcript
จྠಡձ 4IBQF.BTL -FBSOJOHUP4FHNFOU/PWFM 0CKFDUTCZ3FGJOJOH4IBQF1SJPST *$$7 IUUQTBSYJWPSHBCT 'VKJNPUP
"HFOEB ֓ཁ ఏҊख๏ ࣮ݧ݁Ռ ·ͱΊ
ҙ ಛʹऍͷͳ͍ը૾ʹ͍ͭͯ ݩจ͔ΒҾ༻͍ͯ͠·͢
֓ཁ ஶऀใ 8FJDIFOH,VP (PPHMF#SBJO6$#FSLFMFZ "OFMJB "OHFMPWB (PPHMF#SBJO
+JUFOESB.BMJL 6$#FSLFMFZ 5TVOH:J-JO (PPHMF#SBJO ܗঢ়ʹ͠ɺϚεΫ͕ͳ͍ΧςΰϦʹରͯ͠ϚεΫ͕ݕग़Ͱ͖Δ બΜͩཧ༝ *$$7͔ͩΒ ҩྍը૾ͷΞϊςʔγϣϯίετ͕ߴ͍σʔλʹରͯ͠׆༻Ͱ͖ΔՄೳੑ͕͋Δ ௨ৗ .BTLΛ͚ͭΔίετ #PVOEJOH#PYΛ͚ͭΔίετ #PYͱ .BTLͷதؒදݱΛֶश͢Δͱ͍͏৽نੑ
֓ཁ ͜ͷจ͕ѻ͏λεΫ 1BSUJBM4VQFSWJTFE*OTUBODF4FHNFOUBUJPO 㱠 XFBLMZTVQFSWJTFETFUUJOH Ұ෦ͷΧςΰϦ
Ϋϥε ʹ͍ͭͯɺ5SBJOJOH࣌ʹ #PVOEJOH#PY͔͠༩͑ΒΕͳ͍ͱ ͍͏ઃఆ ˠ #PY͕ͳ͍ΧςΰϦΛ l৽نΧςΰϦzͱ͢Δ ৽نΧςΰϦʹର͢Δ .BTLਫ਼ΛߴΊ͍ͨ ઌߦݚڀͰʮ.BTL9 3$// /PU.BTL3$// ʯͰऔΓ·Ε͍ͯͨ Γ͍ͨ͜ͱ ʮ4NBMM EBUBTFUXJUINBTLBOOPUBUJPOTʯͱʮ-BSHF EBUBTFUXJUICPVOEJOHCPY OPUNBTL ʯ Ͱʮ-BSHFTDBMFJOTUBODFTFHNFOUBUJPONPEFM ʯΛߏங͢Δ͜ͱ ˠ ৽نΧςΰϦʹ͍ͭͯɺ͋Δఔ #PYͷݕग़͕Ͱ͖͍ͯΔঢ়ଶͰɺ.BTLͷݕग़ Ͱ͖ΔΑ͏ʹ͍ͨ͠ 4IBQF.BTLͰҰൠతͳ֤Ϋϥεͷܗঢ় 4IBQFQSJPST Λֶश͢Δ͜ͱͰ৽نΫϥ εͷܗঢ়ରԠͰ͖Δͱ͍͏ԾఆΛஔ͍͍ͯΔ FYεϓʔϯʹֶ͍ͭͯश͍ͯ͠ΕϑΥʔΫͳͲͷΧςΰϦͷ .BTLਪఆͰ͖ͦ͏
֓ཁ %FUFDUJPO͔Β .BTL ͷग़ྗ·ͰӈͷΑ͏ ͳεςοϓ #PYͷݕग़ #PY1SJPS
%FUFDUJPO1SJPS #PYΑΓগ͚ͩ͠ৄ ͍͠ใͷਪఆ $PBSTF.BTL ૈ͍ ϚεΫ ͷग़ྗ ৄࡉͳϚεΫͷग़ྗ
ఏҊख๏ #PYͷਪఆޙɺҎԼͷཁૉͰ৽نΧςΰϦͷ .BTLΛ༧ଌ͢Δ 4IBQF3FDPHOJUJPO 4IBQFQSJPST طଘͷ֤ΧςΰϦΛද͢Δܗঢ়Λऔಘ͢Δ ࣄલʹ
.BTLBOOPUBUJPOͷΫϥελ ϦϯάΛߦ͏ ˠ 4IBQFQSJPST 4IBQFFTUJNBUJPO #PYਪఆͰ͖͍ͯΔͷͰΫϥεਪఆͰ͖͍ͯΔఆ ্هͰٻΊ͍ͯͨ 4IBQFQSJPSTͷॏΈ͖Ͱ %FUFDUJPO1SJPSΛਪఆ͢Δ $PBSTF.BTL1SFEJDUJPO %FUFDUJPO1SJPS͔Β $PBSTF.BTL ߥ͍ϚεΫ Λ༧ଌ͢Δ 4IBQF3FGJOFNFOUCZ*OTUBODF&NCFEEJOH *OTUBODFࣗମͷಛՃຯͯ͠ $PBSTF.BTL ߥ͍ϚεΫ Λमਖ਼͢Δ (FOFSBMJ[BUJPOCZ$MBTT"HOPTUJD-FBSOJOH ৽نΧςΰϦ #PY͋Δ͚Ͳ .BTLͳ͍ΧςΰϦʁ ༻ʹΫϥεΛผͯ͠ ͍ͳ͍Ϋϥε BMMDMBTT Λ༻ҙͯ͠ϞσϧΛ 5SBJOJOH
ఏҊख๏ 4IBQFQSJPST .BTL"OOPUBUJPOͷ͋ΔΧςΰϦ͕ର 4UFQYʹ 3FTJ[F 4UFQLNFBOTUPGJOE,DFOUSPJETPGBMMJOTUBODFNBTLTGPSFBDIDMBTT
DMBTTTQFDJGJDTFUUJOH FY, ֤Ϋϥεʹ͍ͭͯͷ 4IBQFQSJPST͕औಘͰ͖Δ 4UFQશΫϥεΛ·ͱΊͨΫϥε DMBTTBHOPTUJDTFUUJOH ʹେͯ͠ LNFBOTΛ ద༻͢Δ ৽نΧςΰϦ༻ FY, ্هͷ DMBTTTQFDJGJDΑΓେ͖͘͢Δ
ఏҊख๏ 4IBQFFTUJNBUJPO Yཁૉੵ ࠶ͼ 3FTJ[Fͯ͠ݩ CPYʹ GJUͤ͞Δ
ఏҊख๏ $PBSTF.BTL1SFEJDUJPO ཁૉ
ఏҊख๏ 4IBQF3FGJOFNFOUCZ*OTUBODF&NCFEEJOH
࣮ݧ݁Ռ %BUBTFU$0$0EBUBTFU 70$EBUBTFU ͲͷΧςΰϦ͕͋Δͷ͔ͷΈΛࢀর͢ΔͨΊʹ͏ 5SBJOJOH࣌ʹҰ෦ͷΧςΰϦͷ .BTLΛӅ͢ #PY͚ͩݟΕΔΑ͏ʹ
͢Δ $0$0EBUBTFUͷΧςΰϦΛ 70$ͱڞ௨͢ΔΧςΰϦ 70$ ͱ 70$ʹଘ ࡏ͠ͳ͍ΧςΰϦ /PO70$ ʹׂ͢Δ ͲͪΒ͔ͷΈ 70$PS/PO70$ ʹϚεΫ "OOPUBUJPO༩ֶͯ͠शͤ͞Δ શͯͷσʔλʹ͍ͭͯ #PY"OOPUBUJPOࢀরͰ͖Δ͕ɺ.BTL"OOPUBUJPOҰ ෦ͷΧςΰϦ͔͠ࢀরͰ͖ͳ͍
࣮ݧ݁Ռ 70$ˠ /PO70$ 70$ͰֶशΛͯ͠ /PO70$ͰςετΛͨ͜͠ͱ .BTL3$//Ͱ৽نΫϥεʹେͯ͠ҰԠݕग़Ͱ͖͍ͯΔʜ
࣮ݧ݁Ռ .BTL3$//ͱൺֱͯ͠ɺ.BTL"OOPUBUJPOͷྔ ʹͯ͠ߴਫ਼ ͋͘·Ͱ৽نΧςΰϦ #PY"OOPUBUJPO͋Δ͚Ͳ .BTL"OOPUBUJPO͕ͳ͍ ʹର͢Δ ਫ਼ͳͷͰҙ
࣮ݧ݁Ռ ී௨ͷ *OTUBODF4FHNFOUBUJPO $0$0ͷશ .BTL"OOPUBUJPOͰֶश Λ͠ ͯ .BTL3$//ΑΓߴ͍
·ͱΊ 4IBQF.BTLͰɺ ֤ΧςΰϦ Ϋϥε Λލ͍ͰϚεΫͷܗঢ়ͦͷͷΛֶश͢Δ͜ͱͰ ϚεΫ͕༩͑ΒΕ͍ͯͳ͍ΧςΰϦʹ͍ͭͯ
ϘοΫε͕ݕग़Ͱ͖ΕϚεΫݕग़Ͱ͖ΔΑ͏ʹͳͬͨ શͯͷΧςΰϦʹ͍ͭͯϚεΫ͕͍͍ͭͯͳ͘ͱྑ͍ʂ #PYͱ .BTLͷؒͷதؒදݱΛѻ͑ΔΑ͏ʹͨ͠ %FUFDUJPOQSJPS $PBSTF.BTL ݸਓతʹΑ͔͍ͬͯ͘ͳ͍ ৽نΧςΰϦશͯ BMMDMBTTͱͯ͠ѻ͍ͬͯΔʁ طଘΧςΰϦ͔৽نΧςΰϦͷݟ͚Ͳ͜Ͱ͍ͯ͠Δʁ #CPY ͷग़ྗ࣌ʁ ಉ͡ΧςΰϦͰҰ෦ͷΈϚεΫ͕͋ΔͱͲ͏ͳΔͷ͔Α͘Θ͔Βͳ͍ ͋ΔఔΫϥε͕ͳ͍ͱػೳ͠ͳ͍Մೳੑͳ͍͔ʁ ͋Δఔܗঢ়ʹ͍ͭͯཏ͞Ε͍ͯͳ͍ͱݫͦ͠͏ʁ ಛ͕ҧ͍ͦ͏ͳগΧςΰϦͷ߹ʹػೳ͢Δ͔ʁ
3FGFSFODFT IUUQPQFOBDDFTTUIFDWGDPNDPOUFOU@*$$7@QBQ FST,
[email protected]
@-FBSOJOH@UP@4FHNFOU@/PWFM@0CKF DUT@CZ@3FGJOJOH@4IBQF@1SJPST@*$$7@@QBQFSQEG ͪ͜ΒͷจʹιʔείʔυͷϦϯΫ͕ೖ͍ͬͯΔ