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This project forked from minfengucas/muti-attention-cnn
This is the model and testing code for the iccv 2017 paper: Learning Multi-Attention Convolutional Neural Network for Fine-Grained Image Recognition To test the model, you should finish the following two steps: 1)download the data You can download the three datasets from the official site: for the bird dataset: http://www.vision.caltech.edu/visipedia/CUB-200-2011.html for the car dataset: http://ai.stanford.edu/~jkrause/cars/car_dataset.html for the aircraft dataset: http://www.robots.ox.ac.uk/~vgg/data/fgvc-aircraft/ And then copy the images to the "bird_data" ("car_data", "air_data") folder. the path should fit the ./bird_data/test_list.txt (./car_data/test_list.txt, ./air_data/test_list.txt) well. 2)install pycaffe As for the MA-CNN model uses "Transpose" Layer Type, the standard caffe is not runable. The transpose layer can be added by referring https://github.com/houkai/caffe For windows users, we also provided the compiled pycaffe files in the "caffe" folder, you can just copy this folder to you-python-path/Lib/site-packages. After installed pycaffe, you can simplly run python bird.py to test the model. model accuracy bird accuracy: 86.58 car accuracy: 92.75 air accuracy: 90.00 note: the bird prototxt is noted which can help to undersdand the structrue of MA-CNN
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