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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Acknowledgments

• Xception
• Background Matting
• Background Segmentation
• Gradio
• Logo genetrared by Stable-Diffusion