Image_Classification_MNIST
Simple CNN for Image Classification
This workflow trains a simple convolutional neural network (CNN) on the MNIST dataset using Keras.
The enclosed pictures are from the MNIST dataset (http://yann.lecun.com/exdb/mnist/).
Nodes
- Expression3 ×
- Column Appender2 ×
- Decompress Files2 ×
- Image Calculator2 ×
- Image Reader (Table)2 ×
- Keras Dense Layer2 ×
- List Files/Folders2 ×
- Path to String2 ×
- RowID2 ×
- Sorter2 ×
- CSV Reader1 ×
- Column Renamer1 ×
- Create Collection Column1 ×
- File Reader1 ×
- Keras Convolution 2D Layer1 ×
- Keras Flatten Layer1 ×
- Keras Input Layer1 ×
- Keras Max Pooling 2D Layer1 ×
- Keras Network Executor1 ×
- Keras Network Learner1 ×
- Many to One1 ×
- Scorer1 ×
- String To Number1 ×
Extensions
- FeatureKNIME Base nodes
- FeatureKNIME Deep Learning - Keras Integration
- FeatureKNIME Expressions
- FeatureKNIME Image Processing
Links
- No links available