EMNIST:Python CNN實作EMNIST

Python CNN實作EMNIST

Python CNN實作EMNIST

PythonCNN實作EMNIST開發環境與編譯器:pytorch&spyder---*操做步驟:*1.匯入所需模組*2.資料預處理*3.建立CNN模型與訓練*4.匯入模型與預測**1.。其他文章還包含有:「emnist」、「EMNIST(ExtendedMNIST)」、「TheEMNISTDataset」、「EMNISTDataset」、「aurelienduarteemnist」、「EMNIST—Torchvision0.19documentation」、「EMNIST」、「EMNIST」

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PythonCNN實作EMNIST-HackMD#PythonCNN實作EMNIST開發環境與編譯器:pytorch&spyder---*操做步驟:*1.匯入所需模組*2.資料預處理*3.建立CNN模型與訓練*4.匯入模型與預測**1.匯入所需模組**```python+=importtorchimporttorch.nnasnnimporttorch.nn.functionalasFimporttorch.utils.datafromtorch.autogradimportVariablefromsklearn.model_selectionimporttrain_test_splitimportpandasaspd```**2.資料預處理**```python+=9train_data=pd.read_csv(E:/mechine/pytorch/FPK_pytorch/emnist_train.csv)#print(train_data.shape)(63999,785...

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emnist
emnist

https://www.tensorflow.org

The EMNIST dataset is a set of handwritten character digits derived from the NIST Special Database 19 and converted to a 28x28 pixel image ...

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EMNIST (Extended MNIST)
EMNIST (Extended MNIST)

https://www.kaggle.com

An extended variant of the full NIST dataset.

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The EMNIST Dataset
The EMNIST Dataset

https://www.nist.gov

The EMNIST dataset is a set of handwritten character digits derived from the NIST Special Database 19 and converted to a 28x28 pixel image ...

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EMNIST Dataset
EMNIST Dataset

https://paperswithcode.com

EMNIST (extended MNIST) has 4 times more data than MNIST. It is a set of handwritten digits with a 28 x 28 format.

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aurelienduarteemnist
aurelienduarteemnist

https://github.com

The EMNIST dataset is a set of handwritten character digits derived from the NIST Special Database 19 (https://www.nist.gov/srd/nist-special-database-19) ...

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EMNIST — Torchvision 0.19 documentation
EMNIST — Torchvision 0.19 documentation

https://pytorch.org

split (string) – The dataset has 6 different splits: byclass , bymerge , balanced , letters , digits and mnist . This argument specifies which one to use.

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EMNIST
EMNIST

https://ieeexplore.ieee.org

This paper introduces a variant of the full NIST dataset, which we have called Extended MNIST (EMNIST), which follows the same conversion paradigm used to ...

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EMNIST
EMNIST

http://arxiv.org

This paper introduces a variant of the full NIST dataset, which we have called Extended MNIST (EMNIST), which follows the same conversion ...