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# Custom ResNet-18 for 7-Class Classification
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This is a fine-tuned **`ResNet-18`** model designed for a 7-class classification task. The model replaces all **ReLU** activation functions with **PReLU**, introduces **Dropout2D** layers for better generalization, and was trained on **RAF-DB DATASET** with various augmentations.
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---
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language: en
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tags:
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- image-classification
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- resnet
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- custom-model
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datasets:
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- RAF-dataset
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license: mit
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---
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# Custom ResNet-18 for 7-Class Classification
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This is a fine-tuned **`ResNet-18`** model designed for a 7-class classification task. The model replaces all **ReLU** activation functions with **PReLU**, introduces **Dropout2D** layers for better generalization, and was trained on **RAF-DB DATASET** with various augmentations.
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