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
YOLACT real-time instance segmentation
Search
Sponsored
·
Ship Features Fearlessly
Turn features on and off without deploys. Used by thousands of Ruby developers.
→
peisuke
October 17, 2019
Technology
1
350
YOLACT real-time instance segmentation
CV勉強会@関東発表資料
YOLACT real-time instance segmentation, ICCV2019
peisuke
October 17, 2019
Tweet
Share
More Decks by peisuke
See All by peisuke
Moto: Latent Motion Token as the Bridging Language for Learning Robot Manipulation from Videos
peisuke
0
210
VGGT: Visual Geometry Grounded Transformer
peisuke
1
1.5k
AI for Kids:小学生に画像認識を教えてみた話
peisuke
1
80
LangGraphで始めるマルチエージェントシステム
peisuke
14
4.9k
Self-RAG: Learning to Retrieve, Generate and Critique through Self-Reflections
peisuke
9
1.6k
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields
peisuke
0
13k
LangChain Toolsの運用と改善
peisuke
5
2.9k
GNeRF: GAN-based Neural Radiance Field without Posed Camera
peisuke
1
820
TTS Skins: Speaker Conversion via ASR
peisuke
0
430
Other Decks in Technology
See All in Technology
FinTech SREのAWSサービス活用/Leveraging AWS Services in FinTech SRE
maaaato
0
120
SREが向き合う大規模リアーキテクチャ 〜信頼性とアジリティの両立〜
zepprix
0
390
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
140
AI時代、1年目エンジニアの悩み
jin4
1
160
Tebiki Engineering Team Deck
tebiki
0
24k
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
150
MySQLのJSON機能の活用術
ikomachi226
0
150
制約が導く迷わない設計 〜 信頼性と運用性を両立するマイナンバー管理システムの実践 〜
bwkw
2
840
We Built for Predictability; The Workloads Didn’t Care
stahnma
0
130
2026年、サーバーレスの現在地 -「制約と戦う技術」から「当たり前の実行基盤」へ- /serverless2026
slsops
2
200
外部キー制約の知っておいて欲しいこと - RDBMSを正しく使うために必要なこと / FOREIGN KEY Night
soudai
PRO
11
4.5k
仕様書駆動AI開発の実践: Issue→Skill→PRテンプレで 再現性を作る
knishioka
2
570
Featured
See All Featured
How to build an LLM SEO readiness audit: a practical framework
nmsamuel
1
640
The Hidden Cost of Media on the Web [PixelPalooza 2025]
tammyeverts
2
170
Designing Powerful Visuals for Engaging Learning
tmiket
0
220
Between Models and Reality
mayunak
1
180
Game over? The fight for quality and originality in the time of robots
wayneb77
1
110
SEOcharity - Dark patterns in SEO and UX: How to avoid them and build a more ethical web
sarafernandez
0
110
Connecting the Dots Between Site Speed, User Experience & Your Business [WebExpo 2025]
tammyeverts
11
820
コードの90%をAIが書く世界で何が待っているのか / What awaits us in a world where 90% of the code is written by AI
rkaga
60
42k
Improving Core Web Vitals using Speculation Rules API
sergeychernyshev
21
1.4k
30 Presentation Tips
portentint
PRO
1
210
Build The Right Thing And Hit Your Dates
maggiecrowley
38
3k
Joys of Absence: A Defence of Solitary Play
codingconduct
1
290
Transcript
:0-"$5 3FBMUJNF*OTUBODF4FHNFOUBUJPO "VUIPS%#PMZB $;IPV '9JBP :+-FF QSFTFOUFS!QFJTVLF 痥㔐 ؝ٝؾُ٦ةؽآّٝ⹈䓼⠓ꟼ匌 涪邌项俱
荈䊹稱➜ せ谏劤 価➜ 䨽㾩"#&+" 灇瑔؝ٝؾُ٦ةؽآّٝծٗنحز 崞⹛ 5XJUUFS!QFJTVLF (JUIVC IUUQTHJUIVCDPNQFJTVLF 2JJUB
IUUQTRJJUBDPNQFJTVLF 4MJEF4IBSF IUUQTXXXTMJEFTIBSFOFU'VKJNPUP,FJTVLF
嚊銲 • ة؎زٕ • :0-"$53FBMUJNF*OTUBODF4FHNFOUBUJPO • וז锷俑 • POFTUBHFדך넝鸞זJOTUBODFTFHNFOUBUJPO㹋植 •
䊨㣗挿כ • 䖞勻ךPOFTUBHFדך暟⡤嗚⳿ٌآُ٦ٕח⸇ִծJOTUBODFNBTL鎘皾ׅ ծ⚥邌植ד֮QSPUPUZQFNBTL䱿㹀ٌׅآُ٦ٕ䲿周 • L⦐ךQSPUPUZQFNBTLך简䕎ㄤדJOTUBODFך걄㚖䱿㹀
*OTUBODFTFHNFOUBUJPOהכ • ؾؙإٕ׀החؙٓأ䱿㹀ׅההחծずؙׄٓأⰻדך *OTUBODFぐ⦐⡤䱿㹀ׅةأؙ
䖞勻ך*OTUBODFTFHNFOUBUJPO • .BTL3$// • 暟⡤ך瀂䕎嗚⳿׃ծ瀂䕎ⰻך暟⡤걄㚖䱿锷ׅ媮ꥡך䩛岀 • ぐ瀂䕎ח㼎׃ג3P*"MJHO⿹ן䖓媮ךⳢ椚遤ֲ鹼ְ
媮ꥡⳢ椚חׅꥷך铬겗 • 暟⡤嗚⳿ה4FNBOUJDTFHNFOUBUJPOֻ➰ֽל葺ְ 㞮歲כⴓַזְ • *%䞔㜠⢪ְծⴽך暟⡤ה׃ג侄ִל葺ְ *%ך寸㹀倯岀ח♧䠐䚍ָ 搀ְךד㷕统דֹזְ
㛇劤،؎ر، • QSPUPUZQFNBTLהְֲ嚊䙀㼪Ⰵ • *OTUBODFNBTL圓䧭ׅך鳤剅הזوأؙ • ⟣䠐ך暟⡤ךوأؙQSPUPUZQFNBTLך穈さׇדⱄ植דֹ״ֲח㷕统 QSPUPUZQFNBTL QSPUPUZQFNBTLך简䕎ㄤ $SPQ
*OTUBODFNBTLךⰧ⡤涸ז鎘皾倯岀 • 歗⫷ַQSPUPUZQFNBTL鎘皾 • 暟⡤嗚⳿ד䖤CPVOEJOHCPY嫣חծCPYⰻך*OTUBODF걄㚖実 חוךQSPUPUZQFNBTL⢪ִל葺ְַ䱿锷
طحزٙ٦ؙ圓䧭 • 暟⡤嗚⳿ה1SPUPUZQF鎘皾ׅطحزٙ٦ؙ䭯ծַֿو أؙ鎘皾ׅ
طحزٙ٦ؙ圓䧭 • 暟⡤嗚⳿ה1SPUPUZQF鎘皾ׅطحزٙ٦ؙ䭯ծַֿو أؙ鎘皾ׅ
1SPUPOFU • 歗⫷ַ䬄⳿׃暴䗙ꆀⰅ⸂ה׃גծL嫣ךQSPUPUZQFNBTL⳿⸂ • 1SPUPOFU荈⡤חכٗأכ♷ִ׆JNQMJDJUח㷕统ׁ • CPVOEJOHCPY嫣ךJOTUBODFNBTL圓䧭דֹ״ֲז⡦ַךوأؙ 荈⹛涸ח㷕统 • 瑞涸ז⡘縧٥㣐ֹׁծ兝٥胜兝ד֮ծوأؙ嫣ח⡦ַך
䕵ⶴ䬐ֲ
طحزٙ٦ؙ圓䧭 • 暟⡤嗚⳿ה1SPUPUZQF鎘皾ׅطحزٙ٦ؙ䭯ծַֿو أؙ鎘皾ׅ
1SFEJDUJPOIFBE • 鸐䌢ך暟⡤嗚⳿ח⸇ִծ QSPUPUZQFNBTLך⤘侧⳿⸂ • ؙٓأ侧 D如⯋ • 瀂䕎ך䏟垥 如⯋
• QSPUZQFNBTLL如⯋
-PTTך鏣鎘 • 暟⡤嗚⳿ךٗأぐCPVOEJOHCPYךؙٓأה瀂䕎䏟垥ח⸇ִծ穠 さ䖓ךوأؙחꟼׅ#JOBSZ$SPTT&OUSPQZ鎘皾 *OQVU (5 #PVOEJOHCPY-PTT #$&-PTT 1SPUPUZQF NBTLT
*OTUBODF NBTL
'BTU/.4 • (16ד⚛鎘皾דֹ'BTU/.4䲿周 • 䩛갫 • $POGJEFODFדا٦ز׃גֶֻ • Ⰻ瀂䕎ך*P6鎘皾׃ג♳♲錬遤ח䯏Ⰵ •
꠬⦼U⟃♳ַאծ簚倯ぢחאְגךNBY《 *P6 *P6 *P6 *P6 *P6 *P6 *P6 *P6 *P6 *P6 ֿך㜥さծח窟さծח窟さׅ
ך➭ • #BDLCPOF/FUXPSL • 3FT/FU⿹ן'1/ⵃ欽 • 4FNBOUJDTFHNFOUBUJPOךٗأ鷄⸇
㷕统ׁ1SPUPUZQFך⫘ぢחאְג • QSPUPUZQF嫣ח䘔ׅ걄㚖ָ殯ז • 䊩♳ךوأؙכ歗䊩⩎ • 䊩♴ךوأؙכ歗䊩♴ • ⚥㣛♴כ歗♴⩎ •
〸♳כ胜兝ծ〸♴כ㖑ח䘔
㹋꿀*OTUBODFTFHNFOUBUJPOSFTVMUT • 䖞勻䩛岀ח嫰ץגַז넝鸞 • 䖞勻GQTח㼎׃גծGQTקוך鸞䏝 • 礵䏝כ⡚♴ • 䖞勻כN"1ָ⡘ךח㼎׃ג䖓ח⡚♴
㹋꿀.BTL2VBMJUZ • وأؙך礵䏝כⰋ⡤涸חぢ♳׃גְ • 傀㶷䩛岀כ㣐ֹז㼎韋ח㼎׃גծ1PPMJOH׃ג鍑⫷䏝衅הֿׅה ח饯㔓׃ծوأָؙ虠ְ
㹋꿀'BJMVSF$BTFT • -PDBMJ[BUJPO'BJMVSF • ♧皘䨽ח㢳ֻך暟⡤ָ꧊תגְ؛٦أדכ♳䩛ְַֻזְ • QSPUPUZQFNBTLך邌植⸂ָ駈זְַ • -FBLBHF •
䱿锷׃瀂䕎ָ♶姻然ך㜥さծ➭ך*OTUBODFNBTLך穠卓ָⰅ鴥
תה • 0OFTUBHFדך*OTUBODFTFHNFOUBUJPOך䲿周 • QSPUPUZQFNBTLⵃ欽ֿׅהדծ*OTUBODFNBTLך䱿锷ָ〳腉 • 䖞勻ך䩛岀ח㼎׃גծ⦓玎ך넝鸞⻉㹋植