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Anime Theme Classification

Anime image theme classification webApp.
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About this project

Anime theme classification.

One stage classification (home-trained) + combined background matting.

Features:

  • Model
    • Xception
    • SWIN2 (TBD)
  • Data Augmentation
    • Random Crop
    • Rescale
    • Flip
    • Saturation
    • Contrast
    • Noise/Denoise
    • Mild rotate
    • Mask
  • Hyperparameter Search
  • Ensemble Learning
  • Others
    • Early-stopping
    • Finetune
    • Optimizer-Adam
    • Multi-labels classification
    • Class-weighting

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Contact


github    YouTube    zhihu

Acknowledgments

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