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  ---
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  library_name: timm
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  pipeline_tag: image-classification
 
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  tags:
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  - anime-classification
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  - real-photos
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  # Anime/Real/Rendered Image Classifier (TF-EfficientNetV2-S)
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- **Higher-capacity classifier with improved generalization for anime, photo, and 3D detection.**
 
 
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  ## Model Details
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  - **Architecture:** TF-EfficientNetV2-S (timm)
 
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  - **Input Size:** 224×224 RGB
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  - **Classes:** anime, real, rendered
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  - **Parameters:** 21.5M (4× larger than B0)
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  ## Training Details
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  - **Augmentation:** Raw (resize only)
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  - **Optimizer:** AdamW (lr=0.001)
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  - **Loss:** CrossEntropyLoss with class weighting
 
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  ---
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  library_name: timm
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  pipeline_tag: image-classification
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+ base_model: google/efficientnetv2-s
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  tags:
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  - anime-classification
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  - real-photos
 
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  # Anime/Real/Rendered Image Classifier (TF-EfficientNetV2-S)
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+ Fine-tuned TF-EfficientNetV2-S with improved generalization for anime, photo, and 3D detection.
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+
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+ **Base Model:** [google/efficientnetv2-s](https://huggingface.co/google/efficientnetv2-s) (TensorFlow → PyTorch)
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  ## Model Details
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  - **Architecture:** TF-EfficientNetV2-S (timm)
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+ - **Base Model:** Google's EfficientNetV2-S (TensorFlow, ported to PyTorch)
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  - **Input Size:** 224×224 RGB
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  - **Classes:** anime, real, rendered
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  - **Parameters:** 21.5M (4× larger than B0)
 
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  ## Training Details
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+ - **Base Model:** TensorFlow EfficientNetV2-S (ported to PyTorch via TIMM)
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  - **Augmentation:** Raw (resize only)
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  - **Optimizer:** AdamW (lr=0.001)
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  - **Loss:** CrossEntropyLoss with class weighting