Pix2Pix-tensorflow

Tensorflow Link https://www.tensorflow.org/tutorials/generative/pix2pix

How to use it

1. Download images which you want to train and store them in "./Database_Name/base".
   In this case I have trained this model using with 40 modern house images. Sample image :
   
   
2. run "image_sidebyside.py" which will save images side by side in "./Database_Name/train" folder.
   
3. open every images in "./Database_Name/train" folder in windows paint and apply color to each object e.g. window:red trees:green etc you can add your own colors in paint tool
   

PaintToolObj=PaintTool() PaintToolObj.AddButton("Walls","#FFFFFF") PaintToolObj.AddButton("Window","#FF1C24")

4 run pngtojpg to convert images in "./Database_Name/train" folder from .png to .jpg format.
5 take some images and store them in ""./Database_Name/test" folder to track progress.
6 run pixtopix.py(one iteration took 30 sec with GPU)

5 each iterations result is stored in "./output/frame" folder.
6 after 400-500 epoches open interactive tool and test your model. (To open tool set Open_Interactive_Tool=True in pixtopix.py)
Input:

Result: