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Build Image Style Transfer and Approximation with Python ML
Mammoth Interactive Course Introduction
Preface
00 About Mammoth Interactive (1:12)
01 How To Learn Online Effectively (13:46)
Source Files
Build an Image Style Transfer Project
00. Style Transfer Project Overview (5:36)
01. Load The Model (4:57)
02. Load Images (6:53)
03. Reformat Image For Machine Learning (7:03)
04. Load Original And Style Images (6:27)
05. Display Processed Images (10:58)
06. Extract Image Features (6:59)
07. Calculate The Style Representation (6:01)
08. Optimize The Model (5:27)
09. Use Machine Learning To Transfer Image Style (13:54)
Source Files
Build an Image Approximation Project
00. Load And Process Image (7:14)
01. Build A Training Dataset (6:49)
02. Visualize Training Dataset (5:36)
03. Build A Testing Dataset (4:04)
04. Build A Neural Network (7:25)
05. Train The Neural Network (4:40)
06. Visualize Image Approximation Results (5:14)
Source Files
01. Build A Training Dataset
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