MRCNN
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TensorFlow Implementation of Manifold Regularized Convolutional Neural Networks.
MRCNN
Implementation of Manifold Regularized Convolutional Neural Networks.
Dependency
Setup
Run bash setup.sh
in terminal to automatically download the CIFAR-100 dataset
and pretrained VGG19 model.
Usage
Enter python MRCNN.py
in bash for fast with default setting.
Use --gpu_id
to specify the GPU devices to use. By default, all GPUs available will be used.
Use --vgg_path
to specify the path of pretrained VGG Net. By default, the model is located under vgg/
directory
Use --result_path
to specify file to save the result. By default, the file is "result.csv".
Use --help
to acquire more information.
Citation
If you'd like to compare our framework with your work, please cite our paper as following:
TBA