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This model was finetuned for the "Feather in Focus!" Kaggle competition of the Information Studies Master's Applied Machine Learning course at the University of Amsterdam.
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The goal of the competition was to apply novel approaches to achieve the highest possible accuracy on a bird classification task with 200 classes.
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We were given a labeled dataset of
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Out of 32 groups and
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### Training Details
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The model we are finetuning, microsoft/swin-large-patch4-window12-384-in22k, was pre-trained on imagenet-21k, see https://huggingface.co/microsoft/swin-large-patch4-window12-384-in22k.
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This model was finetuned for the "Feather in Focus!" Kaggle competition of the Information Studies Master's Applied Machine Learning course at the University of Amsterdam.
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The goal of the competition was to apply novel approaches to achieve the highest possible accuracy on a bird classification task with 200 classes.
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We were given a labeled dataset of 3926 images and an unlabeled dataset of 4000 test images.
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Out of 32 groups and 1083 submissions, we achieved the #1 accuracy on the test set with a score of 0.87950.
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### Training Details
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The model we are finetuning, microsoft/swin-large-patch4-window12-384-in22k, was pre-trained on imagenet-21k, see https://huggingface.co/microsoft/swin-large-patch4-window12-384-in22k.
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