JBall1 / Few-Shot-Limited-Data Public

An analysis and comparison of transfer learning and meta-learning for the task of few-shot classification of flowers with particular interest in cases where data is limited.

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Name		Name	Last commit message	Last commit date
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MAML		MAML
TransferLearning-Limited-Data		TransferLearning-Limited-Data
TransferLearning		TransferLearning
README.md		README.md

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A comparison and refinement of few-shot learning algorithims for the task of few shot/limited data classification of flowers.

Paper: https://arxiv.org/abs/2105.03056

Data

Data was collected from: https://www.kaggle.com/alxmamaev/flowers-recognition The subset used can be found here.

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An analysis and comparison of transfer learning and meta-learning for the task of few-shot classification of flowers with particular interest in cases where data is limited.

python transfer-learning flowers maml few-shot limited-data

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