项目作者: prabormukherjee

项目描述 :
Image Classification with CNNs with keras on CIFAR-10 Dataset
高级语言: Jupyter Notebook
项目地址: git://github.com/prabormukherjee/Image_classification.git
创建时间: 2020-08-13T09:16:57Z
项目社区:https://github.com/prabormukherjee/Image_classification

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Image_classification

Here I implemented image classification on CIFAR-10 dataset, which comes preinstalled with tensorflow dataset. After a little preprocessing of data, I plotted some examples from the dataset. I make 2 different model, using 3 and 10 class of the dataset. Then I trained 2 different model. Both models are trained for 20 epochs. The model with 3 classes has an accuracy of 90% on val set. Finally I plotted some image to test the model performance.
The source code in python is added in the 2 different notebook. The saved model is available on the model folder.