namjals / FittingroomAnywhere

Put on clothes anywhere and see how cool you are!

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FittingroomAnywhere

Put on clothes anywhere and check how cool you are!
: A virtual fitting room service for online shopping

project folder overview

PROJECT_DIR = "."

  • main.py
  • mrcnn
    • tshirt.py
    • other .py files
    • logs (mrcnn saved model)
      • mrcnn_tshirt.h5 (weight)
  • cyclegan
    • model.py
    • load_data.py
    • other .py files
  • datasets
    • white2stripe
      • input
        • user_input.jpg / .png
      • segmented
        • segmented.png
      • fake_output (gan generated output)
        • segmented_fake.png
      • output (final rendered output)
        • output.png / .jpg
      • model (cyclegan saved model)
        • G_A2B.json (model)
        • G_A2B.hdf5 (weight)

GAN

Cycle GAN repository for image genereation

Segmentation

Mask R-CNN repository for image segmentation (adopted from matterport/MaskRCNN)

presentation

Presentation notes for this project. We had presented this project for 3 times, and the final presentation was on Aug 27, 2019.

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Put on clothes anywhere and see how cool you are!


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Language:Jupyter Notebook 99.5%Language:Python 0.5%