Sign up to save your podcasts
Or
Share Episode 40: Deep learning and image compression
Share to email
Share to Facebook
Share to X
Share to email
Share to Facebook
Share to X
Or
Episode 40: Deep learning and image compression
Today’s episode will be about deep learning and compression of data, and in particular compressing images. We all know how important compressing data is, reducing the size of digital objects without affecting the quality.
As a very general rule, the more one compresses an image the lower the quality, due to a number of factors like bitrate, quantization error, etcetera. I am glad to be here with Tong Chen, researcher at the School of electronic Science and Engineering of Nanjing University, China.
Tong developed a deep learning based compression algorithm for images, that seems to improve over state of the art approaches like BPG, JPEG2000 and JPEG.
Reference
Deep Image Compression via End-to-End Learning - Haojie Liu, Tong Chen, Qiu Shen, Tao Yue, and Zhan Ma School of Electronic Science and Engineering, Nanjing University, Jiangsu, China
View all episodes
By Francesco Gadaleta
4.2
7272 ratings
Today’s episode will be about deep learning and compression of data, and in particular compressing images. We all know how important compressing data is, reducing the size of digital objects without affecting the quality.
As a very general rule, the more one compresses an image the lower the quality, due to a number of factors like bitrate, quantization error, etcetera. I am glad to be here with Tong Chen, researcher at the School of electronic Science and Engineering of Nanjing University, China.
Tong developed a deep learning based compression algorithm for images, that seems to improve over state of the art approaches like BPG, JPEG2000 and JPEG.
Reference
Deep Image Compression via End-to-End Learning - Haojie Liu, Tong Chen, Qiu Shen, Tao Yue, and Zhan Ma School of Electronic Science and Engineering, Nanjing University, Jiangsu, China
More shows like Data Science at Home
View all
On Point with Meghna Chakrabarti
4,022 Listeners
Making Sense with Sam Harris
26,380 Listeners
Nature Podcast
756 Listeners
Software Engineering Daily
626 Listeners
Science Vs
12,130 Listeners
Science Friday
6,467 Listeners
Super Data Science: ML & AI Podcast with Jon Krohn
306 Listeners
The Daily
113,121 Listeners
Up First from NPR
56,944 Listeners
The Atlantic Interview
14 Listeners
Modern Wisdom
4,025 Listeners
The Peter Attia Drive
8,043 Listeners
Practical AI
212 Listeners
Consider This from NPR
6,462 Listeners
The Ezra Klein Show
16,525 Listeners