Deep Learning Technologies for Social Impact
Benedict Shajulin
Deep Learning Technologies for Social Impact - Bristol IOP Publishing 2022 - IOP Series in Next Generation Computing .
I Introduction
1 Deep Learning for Social Good – An Introduction
2 Applications for Social Good
3 Computing Architectures – Base Technologies
II Deep Learning Techniques
4 CNN Techniques
5 Object Detection Techniques and Algorithms
6 Sentiment Analysis – Algorithms and Frameworks
7 Auto Encoders and Variational AutoEncoders
8 GANs and Disentangled Mechanisms
9 Deep Reinforcement Learning architectures
10 Facial Recognition and Applications
III Security, Performance, and Future Directions
11 Data Security and Platforms
12 Performance Monitoring and Analysis
13 Deep Learning – The future perspectives
9780750340229
Deep Learning Techniques
Applications for Social Good
CNN Techniques
006.31 / BEN/D
Deep Learning Technologies for Social Impact - Bristol IOP Publishing 2022 - IOP Series in Next Generation Computing .
I Introduction
1 Deep Learning for Social Good – An Introduction
2 Applications for Social Good
3 Computing Architectures – Base Technologies
II Deep Learning Techniques
4 CNN Techniques
5 Object Detection Techniques and Algorithms
6 Sentiment Analysis – Algorithms and Frameworks
7 Auto Encoders and Variational AutoEncoders
8 GANs and Disentangled Mechanisms
9 Deep Reinforcement Learning architectures
10 Facial Recognition and Applications
III Security, Performance, and Future Directions
11 Data Security and Platforms
12 Performance Monitoring and Analysis
13 Deep Learning – The future perspectives
9780750340229
Deep Learning Techniques
Applications for Social Good
CNN Techniques
006.31 / BEN/D