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Image translation

Translation of an image to a target image.

I designed a model in Pytorch that performs image translation from the input images to the target images. An example of the input image and its target image is shown below

image

For training :

Run train.py script.
Dependencies are :
Python 3.10
Numpy 1.23.5
Torch 1.12.1
Torchvison 0.13.1
Cuda 11.6
Matplotlib 3.6.2
Pillow 9.3.0

For testing a single image

Download the model from here. Model's name is mymodel_version3.pth
Run test_oneimage.py on a test image

Dataset for training and testing is provided by Visidon

Results

image image

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Translation of an image to a target image.

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