Introduction for SRGAN

It's a single image super-resolution using faster and deeper convolutional neural networks.
And I try to use chatbot to create an API to deploy the service more faster.
rf : Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial
Network

Transcript

1. Super Resolution Author : William Mou Teacher : Jong Yih Kuo — Coding 365 Base on: Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
2. Outline • AI to GAN • 絑ह膏樄咳 • 奾ຎ疻纈 • ๚㬵疻磭
3. AI
4. GAN
5. GAN Function
6. GAN Algorithm
7. G,D Network
8. Outline • AI 墋Օ • 絑ह膏樄咳 • 奾ຎ疻纈 • ๚㬵疻磭
9. വ萃 Linux
11. 樄咳 - Ԇᥝ౮ຎ • Model transfer implement • Model transfer interface • Model transfer chatbot
12. • Easy to deploy • For any environments • Complete document • For others people 樄咳 - 稞ᥝፓ秂
13. Partial code Partical code - interface
14. Partial code Partical code - implement
15. Partial code Partical code - chatbot
16. Outline • AI 墋Օ • 絑ह膏樄咳 • 奾ຎ疻纈 • ๚㬵疻磭
17. Partial code 奾ຎ疻纈 - 向搡൉܋
21. 4K!! 1080P
22. Partial code 奾ຎ疻纈 - Chat Bot
26. Partial code 奾ຎ疻纈 - 斕誫蟂ᗟ
27. Just do it docker run -it -v <Your_PATH>:/ srgan william104/srgan /bin/bash
28. Just do it docker run -it -v <Your_PATH>:/ srgan william104/srgan /bin/bash
29. Outline • AI 墋Օ • 絑ह膏樄咳 • 奾ຎ疻纈 • ๚㬵疻磭
30. ๚㬵疻磭 • ࣁ硢୽Ꮭ誢碻 —> ے䔶ᔰ๭ • ࣁ䋊蔩Ꮈ绗Ӿ —> ी䔶瑽粙 • ࣁ叨ߝ蜍ڊ獮 —> ൉ṛߝ搡
31. 叨ߝ禊盢 • 緳憙瑊猟ᔰ൉܋ • ॠ翕蜣蘷硳ຎ൉܋ • 螐蚣櫝薪介猟ᔰ൉܋ • 蠴咅አ犵薹ຉଶᆙ粙൉܋
32. 叨ߝ禊盢 • 緳憙瑊猟ᔰ൉܋ • ॠ翕蜣蘷硳ຎ൉܋ • 螐蚣櫝薪介猟ᔰ൉܋ • 蠴咅አ犵薹ຉଶᆙ粙൉܋ And More …
33. 㷢ᘍ虻碘 • https://github.com/tensorlayer/tensorlayer • https://github.com/tensorlayer/srgan • https://arxiv.org/abs/1609.04802