Handwritten Tibetan Character Recognition with PaddlePaddle
2018-12-06
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PaddlePaddle
PaddlePaddle
Fluid
Convolutional Neural Network
Custom Dataset
Image Classification
This code uses the PaddlePaddle framework for training, prediction, and plotting of a Tibetan MNIST handwritten digit recognition model. The entire process can be divided into the following steps: 1. **Dataset Loading**: First, the dataset is downloaded from the Kesci platform and decompressed, then the original images are converted into normalized grayscale images. 2. **Model Definition and Training**: - A simple CNN network structure is defined. - The optimizer, loss function, and accuracy calculation method are set. - Using Padd
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