$30 off During Our Annual Pro Sale. View Details »
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Food Image Recognition
Search
Leszek Rybicki
February 27, 2017
Research
0
200
Food Image Recognition
Food Image object detection with deep learning
Leszek Rybicki
February 27, 2017
Tweet
Share
More Decks by Leszek Rybicki
See All by Leszek Rybicki
Let's talk about Fakes
lunardog
0
140
How to Patch Image Classifiers
lunardog
0
2.4k
Towards Realistic Predictors - EN
lunardog
0
2.3k
Towards Realistic Predictors
lunardog
1
2.3k
Deep Learning Hot Dog Detector
lunardog
0
280
Finding beans in burgers: paper reading notes
lunardog
0
1.7k
Kelner: Serve Your Models
lunardog
0
120
Image Analysis at Cookpad
lunardog
1
1.8k
Kelner: serve your models
lunardog
1
390
Other Decks in Research
See All in Research
Remote sensing × Multi-modal meta survey
satai
4
630
Combining Deep Learning and Street View Imagery to Map Smallholder Crop Types
satai
3
250
投資戦略202508
pw
0
580
SkySense V2: A Unified Foundation Model for Multi-modal Remote Sensing
satai
3
130
論文紹介:Not All Tokens Are What You Need for Pretraining
kosuken
1
220
AlphaEarth Foundations: An embedding field model for accurate and efficient global mapping from sparse label data
satai
3
510
When Learned Data Structures Meet Computer Vision
matsui_528
1
1k
[IBIS 2025] 深層基盤モデルのための強化学習驚きから理論にもとづく納得へ
akifumi_wachi
14
7.9k
データサイエンティストをめぐる環境の違い2025年版〈一般ビジネスパーソン調査の国際比較〉
datascientistsociety
PRO
0
160
Learning to (Learn at Test Time): RNNs with Expressive Hidden States
kurita
1
290
PhD Defense 2025: Visual Understanding of Human Hands in Interactions
tkhkaeio
1
320
AIグラフィックデザインの進化:断片から統合(One Piece)へ / From Fragment to One Piece: A Survey on AI-Driven Graphic Design
shunk031
0
570
Featured
See All Featured
Testing 201, or: Great Expectations
jmmastey
46
7.8k
How To Stay Up To Date on Web Technology
chriscoyier
791
250k
The Language of Interfaces
destraynor
162
25k
Agile that works and the tools we love
rasmusluckow
331
21k
Side Projects
sachag
455
43k
Scaling GitHub
holman
464
140k
CSS Pre-Processors: Stylus, Less & Sass
bermonpainter
359
30k
VelocityConf: Rendering Performance Case Studies
addyosmani
333
24k
Typedesign – Prime Four
hannesfritz
42
2.9k
Balancing Empowerment & Direction
lara
5
790
Dealing with People You Can't Stand - Big Design 2015
cassininazir
367
27k
Writing Fast Ruby
sferik
630
62k
Transcript
ྉཧͷը૾ղੳ
ࣗݾհ wϦϏπΩϨγΣοΫ wϙʔϥϯυग़ wʙຊ wʙΫοΫύου wը૾ղੳϦαʔνϟʔ wHJUIVCMVOBSEPH
8BSOJOH 5IJTQSFTFOUBUJPODPOUBJOT JNBHFTUIBUNBZDBVTF IFBWZESPPMJOHBOE TUPNBDIHSVNCMJOH
σʔληοτ wʙ wϨγϐɿສ ຊ wݴޠɺϱࠃ
ྉཧ͖Ζ͘
͜ΕྉཧͰ͔͢ʁ
5WFCTUJCP8"HNKEMT 4C[⋆獒EQQMRCF
קؤ؟د؍د"EQQMRCF )GQTIG*QFCP "RWDNKEFQOCKPRKEVWTGUPGV
#TNGPG+PYQQF"EQQMRCF ,KO-KNNQEM"HNKEMT
TCXGPF"HNKEMT پوڀچٲٞٻچ"EQQMRCF
PGUSVFQPTJUJWFT PGTFMFDUFEJUFNT PGBMMQPTJUJWFT PGBMMJUFNT PGUSVFQPTJUJWFT PGGPPEJUFNT ⑮䛟䙨 RTGEKUKQP 捊⛩䙨 TGECNN
侟ㆇ CEEWTCE[
2/10/17, 5:34 PM https://culurciello.github.io/tech/2016/06/20/training-enet.html ⑮䛟䙨獋獋猷ֻ捊⛩䙨獋獃猷
ଟΫϥεֶश 9GHQWPFVJCVVTCKPKPIVJG OQFGNVQENCUUKH[JCTFGT GZCORNGUCUCPGYENCUU KPETGCUGURTGEKUKQPCPFTGECNN
ྉཧͲ͜Ͱ͔͢ʁ
5BTL (KPFHQQFKPVJGKOCIG&TCY CDQWPFKPIDQZCTQWPFVJG HQQFKVGO+PENWFGVJGFKUJ KHXKUKDNG
5BTL +HVJGTGCTGOWNVKRNG KVGOUFTCYCDQWPFKPI DQZCTQWPFGCEJQPG
ITQWPFVTWVJ DQWPFKPIDQZ 9GEQWPVKVCUC RQUKVKXGFGVGEVKQPKH +PVGTUGEVKQPQXGT 7PKQPTCVKQKU ITGCVGTVJCP
PGUSVFQPTJUJWFT PGHSPVOEUSVUICPYFT PGUSVFQPTJUJWFT PGHFOFSBUFECPYFT ⑮䛟䙨 RTGEKUKQP 捊⛩䙨 TGECNN
.FUIPET
'JSTUJEFB w#VJMEBDMBTTJpFS w1JDL3P*T SFHJPOPGJOUFSFTU w3VODMBTTJpFSPOFBDISFHJPO w3FNPWFEVQMJDBUFEFUFDUJPOT w%0/&ʜ
3$//
hand food grass food
4JOHMF4IPU%FUFDUPS
:0-0 :PV0OMZ-PPL0ODF
Either The Least Or Most Employable Person Ever - The
Huffington Post HJUIVCDPNQKSFEEJF QKSFEEJFDPNEBSLOFU XXXLBHHMFDPNQKSFEEJF +PTFQI3FENPO
None
"*νϟϨϯδίϯςετ IUUQTEFFQBOBMZUJDTKQDPNQF
εέδϡʔϧ ݄̎̌̍̓̍̍̌ʢՐʣɹίϯςετ։࢝ ݄̎̌̍̓̏ɹ̕ʢʣɹίϯςετऴྃ ݄̎̌̍̓̏̍̏ʢ݄ʣɹ༧ଌϞσϧͷఏग़కɹ ݄̎̌̍̓̏ɹɹԼ०ɹɹɹݕऩɾ৹ࠪʹͯೖऀΛܾఆ ݄̎̌̍̓̑ɹɹԼ०ɹɹɹදজࣜ
։࠵෦
,0/*&$