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
92
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
toio・myCobotでフィジカルAIっぽいことを行うための検討(とりあえず調査) / フィジカルAI LT(IoTLTによる開催)
you
PRO
0
300
Eight Engineering Unit 紹介資料
sansan33
PRO
3
8.1k
修正PRを食べてレビュースキルが賢くなる:Claude Codeによる自己改善サイクル
yuyaumetsu
6
1.4k
FPGAが実現する遠方宇宙の高空間分解能天体撮影 -大型地上望遠鏡の視力を補正する「補償光学」とは?-
komei_mt
0
190
LLM・AIエージェントシステムベストプラクティス
shibuiwilliam
2
590
サイバー捜査員研修(後半)
nomizone
1
810
もう一度考える SRE チームの作り方・育て方 / Rethinking SRE #1: Building and Growing SRE Teams
rrreeeyyy
6
1k
ブラウザ研修 2026
recruitengineers
PRO
5
800
Digitization部 紹介資料
sansan33
PRO
2
7.7k
ガバメント AI 源内を地方自治体は活用できるのか可能性と課題、期待について
takeda_h
1
370
制約理論(ToC)入門 2026版
recruitengineers
PRO
7
2.1k
바이브풀 라이프
arawn
0
110
Featured
See All Featured
Design in an AI World
tapps
1
280
Code Reviewing Like a Champion
maltzj
528
40k
The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs
inesmontani
PRO
3
3.7k
The Organizational Zoo: Understanding Human Behavior Agility Through Metaphoric Constructive Conversations (based on the works of Arthur Shelley, Ph.D)
kimpetersen
PRO
0
400
Avoiding the “Bad Training, Faster” Trap in the Age of AI
tmiket
0
200
HU Berlin: Industrial-Strength Natural Language Processing with spaCy and Prodigy
inesmontani
PRO
0
630
brightonSEO & MeasureFest 2025 - Christian Goodrich - Winning strategies for Black Friday CRO & PPC
cargoodrich
3
760
Facilitating Awesome Meetings
lara
57
7.1k
How to optimise 3,500 product descriptions for ecommerce in one day using ChatGPT
katarinadahlin
PRO
2
3.7k
Tell your own story through comics
letsgokoyo
1
1k
Marketing Yourself as an Engineer | Alaka | Gurzu
gurzu
0
270
Exploring the Power of Turbo Streams & Action Cable | RailsConf2023
kevinliebholz
37
6.5k
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