Colorizer Project
This report contains the most interesting logs of the training of my neural network for the W&B colorizer challenge.
The objective is to colorize black & white pictures of flowers in the most realistic manner.
All different models are variants of the final architecture represented below.
<img src="https://github.com/borisd13/colorizer/blob/master/imgs/Architecture.png?raw=true" alt="alt" width="1200"/>
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Please consult the technical writeup and latest version of the code on [the github page](https://github.com/borisd13/colorizer).
Created on October 19|Last edited on October 19
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The most interesting runs are represented below:
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baseline made of 5 layers
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baseline to which the up-sampling layers are replaced with up-convolutions
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6 layers architecture
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6 layers architecture with weight decay
Run set 1
4
Run set 1
2
Run set 1
3
Run set 1
4
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