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CPML: Category Probability Mask Learning for Fine-Grained Visual Classification

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CPML: Category Probability Mask Learning for Fine-Grained Visual Classification

Installation

Make sure you have Python>=3.6 installed on your machine. Install python dependencies by running: pip install -r requirements.txt


Datasets:

Place the public data sets correspondingly in the following directories:

./datasets/CUB-200-2011

./datasets/FGVC_Aircraft1

./datasets/Stanford_cars


Train:

For CUB-200-2011 dataset: python train_CUB_resnet50.py or python train_CUB_mobilenetv3 or python train_CUB_densenet161

For FGVC_Aircraft dataset: python train_Air_resnet50.py or python train_Air_mobilenetv3 or python train_Air_densenet161

For Stanford_cars dataset: python train_Car_resnet50.py or python train_Car_mobilenetv3 or python train_Car_densenet161

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