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README.md
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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 (EfficientNet-B0)
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-
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## Model Details
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- **Architecture:** EfficientNet-B0 (timm)
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- **Input Size:** 224×224 RGB
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- **Classes:** anime, real, rendered
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- **Parameters:** 5.3M
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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/efficientnet-b0
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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 (EfficientNet-B0)
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Fine-tuned EfficientNet-B0 for distinguishing photographs from anime and 3D rendered images.
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**Base Model:** [google/efficientnet-b0](https://huggingface.co/google/efficientnet-b0)
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## Model Details
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- **Architecture:** EfficientNet-B0 (timm)
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- **Base Model:** Google's EfficientNet-B0 (ImageNet pretrained)
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- **Input Size:** 224×224 RGB
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- **Classes:** anime, real, rendered
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- **Parameters:** 5.3M
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## Training Details
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- **Base Model:** ImageNet-pretrained EfficientNet-B0
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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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