Car classification

Goal: Car type classification

Task: Image classification(196 classes of cars)

Dataset Downloading: http://ai.stanford.edu/~jkrause/cars/car_dataset.html

Training / Testing: 8144 / 8041

Reference: http://ai.stanford.edu/~jkrause/cars/car_dataset.html

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Training Result

●Accuracy ●Loss

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Testing Result

●Not using pretrained model

epoch: 30, Accuracy: 0.29, Loss: 4.4324

●Using pretrained model

epoch: 30, Accuracy: 0.91, Loss: 0.3578

●Accuracy ●Loss

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●Final report(implement in Chinese): https://github.com/wayne1116/Car-classification/blob/master/report.pdf