2019年AI趋势报告.pdf
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Articial Intelligence
Trends
WHAT’S NEXT IN AI?
COVER OPTION 2
2019
2
Table of Contents
CONTENTS
NExTT framework 3
NECESSARY
Open-source frameworks 6
Edge AI 9
Facial recognition 12
Medical imaging & diagnostics 16
Predictive maintenance 18
E-commerce search 20
EXPERIMENTAL
Capsule Networks 23
Next-gen prosthetics 26
Clinical trial enrollment 28
Generative Adversarial Networks (GANs) 31
Federated learning 37
Advanced healthcare biometrics 40
Auto claims processing 43
Anti-counterfeiting 45
Checkout-free retail 50
Back ofce automation 53
Language translation 55
Synthetic training data 58
THREATENING
Reinforcement learning 62
Network optimization 66
Autonomous vehicles 70
Crop monitoring 73
TRANSITORY
Cyber threat hunting 75
Conversational AI 78
Drug discovery 81
of 84
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