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A modification of MetaFormer using Balanced Softmax Loss for species classification

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Name		Name	Last commit message	Last commit date
Latest commit History 65 Commits
configs		configs
data		data
figs		figs
loss		loss
models		models
noise		noise
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
config.py		config.py
get_flops.py		get_flops.py
inference.py		inference.py
logger.py		logger.py
lr_scheduler.py		lr_scheduler.py
main.py		main.py
optimizer.py		optimizer.py
training_setup.txt		training_setup.txt
utils.py		utils.py

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MetaFormerBSL

A modification of MetaFormer, using the classification variant of Balanced Softmax Loss when training the model.

Usage

Environments

Data Preparation

Training

Evaluation

Main Results

Acknowledgements

Many thanks to MetaFormer and Balanced Softmax Loss for the base source code.

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A modification of MetaFormer using Balanced Softmax Loss for species classification

deep-learning transformers pytorch cnn-classification

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Python 100.0%