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Deep_Image_Styler

An implementation of the paper Neural Algorithm of Artistic Style in Tensorflow.

Parameters

Parameters Description
content_image_path path to image to learn image content
style_image_path path to image to learn image style
starting_image_path path to starting image to resume learning
model path to the VGG19 model
content_weight weight/importance given to learning content
style_weight weight/importance given to learning style
iters number of iterations

Results

GIF of the transition

Original Images

Content Image Style Image
Eiffel Tower Starry Night

Generated Images

Starting Image Content Weight / Style Weight Final Image
input_image_1_100 0.01 output_image_1_100
input_image_1_100 5 output_image_1_100
input_image_1_100 100 output_image_1_100

Requirements

Pre-trained Models

Dependencies

  • TensorFlow
  • Pillow
  • NumPy
  • SciPy