機械学習の知識ゼロでも動かせるAIツールキットの世界

Transcript

ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ

ͤʔͷ
AIπʔϧΩοτͷੈք

ਗ਼໺ ߶࢙ʢͤʔͷʣ
Ϋϥεϝιουגࣜձࣾ ࡳຈΦϑΟεॴଐ
ΧϑΣࣄۀʹैࣄɻ
ίϯϐϡʔλϏδϣϯΛ࢖༻ͯ͠ϨδΛ࢖ΘͣʹձܭΛࡁ·ͤΔ
΢ΥʔΫεϧʔܕళฮͷݚڀɾ։ൃΛߦ͏ɻ
Classmethod, Inc.
CX Division
AI Expert

View Slide

Developers.IO 2020 CONNECT
࠷୹ͰػցֶशΛ࢖͏ʹ͸
ຊ೔ͷςʔϚ

View Slide

ػ ց ֶ श
Ϙʔυ
ϑϨʔϜϫʔΫ
Deep Learning
਺ֶ
ඍ෼ੵ෼
ߦྻ
ઢܗ୅਺
ϕΫτϧ
ଛࣦؔ਺
ޡࠩٯ఻೻๏
ޯ഑߱Լ๏
scikit-learn PyTorch
Tensorflow
ϕΠζ෼ྨث K-means
SVM PCA
Chainer
GPU
VPU
ΞʔΩςΫνϟ
FPGA
ΞϧΰϦζϜ

View Slide

ػ ց ֶ श
σ ʔ λ α Π Τ ϯ ς Ο ε τ
Π ϯ ϑ ϥ Τ ϯ δ χ Ξ
We b ϓ ϩ ά ϥ Ϛʔ
I o T Τ ϯ δ χ Ξ

View Slide

ػ ց ֶ श
ֶ
श
ਪ
࿦

View Slide

ػ ց ֶ श
Ϋϥ΢υπʔϧ
ֶ
श
ਪ
࿦

View Slide

ػ ց ֶ श
A I Τ ϯ δ χ Ξ
Ϋϥ΢υπʔϧ
ֶ
श
ਪ
࿦

View Slide

ػ ց ֶ श
AIπʔϧΩοτ
ֶ
श
ਪ
࿦

View Slide

ػ ց ֶ श
AIπʔϧΩοτ
ֶ
श
ਪ
࿦
API API

View Slide

AWS Azure GCP
ࣗવݴޠॲཧ Amazon Comprehend
Language
Understanding
Cloud Natural Language
νϟοτϘοτ Amazon Lex Azure Bot Service Dialogﬂow
ݴޠ຋༁ Amazon Translate Translator Text Cloud Translation
ݴޠൃ࿩ Amazon Polly Speech Services Cloud Text-to-Speech

View Slide

AWS Azure GCP
ը૾ೝࣝ Amazon Rekognition Computer Vision Cloud Vision
Ϩίϝϯυ Amazon Personalize Personalizer Recommendations AI
ͦͷଞ
Amazon Forecast
Amazon Textract
Amazon Elastic Inference
Ground Truth
Amazon Kendra
Anomaly Detector
Azure Form Recognizer
Cloud TPU
Cloud AutoML(Vision/
Natural Langage/
Translation)

機械学習の知識ゼロでも動かせるAIツールキットの世界

機械学習の知識ゼロでも動かせるAIツールキットの世界

chao2suke

More Decks by chao2suke

Other Decks in Technology

Featured

Transcript