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README.md
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# Cheese Texture Classifier (AutoML)
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## Model Description
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## Training Details
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- **AutoML Method**: Optuna with 20 trials
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- **Transfer Learning**: Pre-trained resnet34 backbone
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- **Early Stopping**: Yes (patience=10)
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## Citation
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If you use this model, please cite the original dataset:
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```bibtex
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@dataset{aslan-ng/cheese-image,
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title={Cheese Image Dataset},
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# Cheese Texture Classifier (AutoML)
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**Model Creator**: Rumi Loghmani (@rlogh)
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**Original Dataset**: aslan-ng/cheese-image (by Aslan Noorghasemi)
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This model performs 4-class texture classification on cheese images using AutoML-optimized transfer learning. The model was developed by Rumi Loghmani using the cheese image dataset created by Aslan Noorghasemi.
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## Model Description
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## Training Details
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- **Model Developer**: Rumi Loghmani (@rlogh)
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- **Dataset**: [aslan-ng/cheese-image](https://huggingface.co/datasets/aslan-ng/cheese-image) (by Aslan Noorghasemi)
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- **AutoML Method**: Optuna with 20 trials
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- **Transfer Learning**: Pre-trained resnet34 backbone
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- **Early Stopping**: Yes (patience=10)
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## Citation
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If you use this model, please cite both the model and the original dataset:
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**Model Citation:**
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```bibtex
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@model{rlogh/cheese-texture-classifier-automl,
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title={Cheese Texture Classifier (AutoML)},
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author={Rumi Loghmani},
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year={2024},
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url={https://huggingface.co/rlogh/cheese-texture-classifier-automl}
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}
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```
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**Dataset Citation:**
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```bibtex
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@dataset{aslan-ng/cheese-image,
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title={Cheese Image Dataset},
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