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
Food Image Recognition
Search
Leszek Rybicki
February 27, 2017
Research
0
190
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
130
How to Patch Image Classifiers
lunardog
0
2.1k
Towards Realistic Predictors - EN
lunardog
0
2k
Towards Realistic Predictors
lunardog
1
2.2k
Deep Learning Hot Dog Detector
lunardog
0
260
Finding beans in burgers: paper reading notes
lunardog
0
1.5k
Kelner: Serve Your Models
lunardog
0
110
Image Analysis at Cookpad
lunardog
1
1.7k
Kelner: serve your models
lunardog
1
370
Other Decks in Research
See All in Research
Generative Models 2025
takahashihiroshi
21
11k
なめらかなシステムと運用維持の終わらぬ未来 / dicomo2025_coherently_fittable_system
monochromegane
0
130
Ad-DS Paper Circle #1
ykaneko1992
0
5.5k
利用シーンを意識した推薦システム〜SpotifyとAmazonの事例から〜
kuri8ive
1
200
Towards a More Efficient Reasoning LLM: AIMO2 Solution Summary and Introduction to Fast-Math Models
analokmaus
2
220
ことばの意味を計算するしくみ
verypluming
11
2.6k
Adaptive Experimental Design for Efficient Average Treatment Effect Estimation and Treatment Choice
masakat0
0
130
rtrec@dbem6
myui
6
860
SSII2025 [SS1] レンズレスカメラ
ssii
PRO
2
940
数理最適化と機械学習の融合
mickey_kubo
15
8.8k
業界横断 副業・兼業者の実態調査
fkske
0
150
Large Language Model Agent: A Survey on Methodology, Applications and Challenges
shunk031
12
8k
Featured
See All Featured
Design and Strategy: How to Deal with People Who Don’t "Get" Design
morganepeng
130
19k
Navigating Team Friction
lara
187
15k
Sharpening the Axe: The Primacy of Toolmaking
bcantrill
44
2.4k
Large-scale JavaScript Application Architecture
addyosmani
512
110k
Making Projects Easy
brettharned
116
6.3k
Measuring & Analyzing Core Web Vitals
bluesmoon
7
490
Understanding Cognitive Biases in Performance Measurement
bluesmoon
29
1.8k
Practical Orchestrator
shlominoach
188
11k
VelocityConf: Rendering Performance Case Studies
addyosmani
330
24k
Documentation Writing (for coders)
carmenintech
71
4.9k
個人開発の失敗を避けるイケてる考え方 / tips for indie hackers
panda_program
107
19k
Writing Fast Ruby
sferik
628
61k
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$//
hand food grass food
4JOHMF4IPU%FUFDUPS
:0-0 :PV0OMZ-PPL0ODF
Either The Least Or Most Employable Person Ever - The
Huffington Post HJUIVCDPNQKSFEEJF QKSFEEJFDPNEBSLOFU XXXLBHHMFDPNQKSFEEJF +PTFQI3FENPO
None
"*νϟϨϯδίϯςετ IUUQTEFFQBOBMZUJDTKQDPNQF
εέδϡʔϧ ݄̎̌̍̓̍̍̌ʢՐʣɹίϯςετ։࢝ ݄̎̌̍̓̏ɹ̕ʢʣɹίϯςετऴྃ ݄̎̌̍̓̏̍̏ʢ݄ʣɹ༧ଌϞσϧͷఏग़కɹ ݄̎̌̍̓̏ɹɹԼ०ɹɹɹݕऩɾ৹ࠪʹͯೖऀΛܾఆ ݄̎̌̍̓̑ɹɹԼ०ɹɹɹදজࣜ
։࠵෦
,0/*&$