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To get started with what is Data Augmentation I implemented Image Data Augmentation with Keras.
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Majorly used Image Data Generator with a Keras Model
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Following steps were performed in order to achieve the end results and improve the accuracy :
- Imported Libraries
- Rotation
- Width and Height Shifts
- Brightness
- Shear Transformation
- Zoom
- Channel Shift
- Horizontal and Vertical Flips
- Data Normalization
- Rescale and Preprocessing Function
- Used Model Training
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This project is about how to apply image data augmentation in Keras. And focused on using the ImageDataGenerator class from Keras’ image preprocessing package, and gives insight of a variety of options available in this class for data augmentation and data normalization.
madhura-3/Image-Data-Augmentation-with-Keras
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This project is about how to apply image data augmentation in Keras. And focused on using the ImageDataGenerator class from Keras’ image preprocessing package, and gives insight of a variety of options available in this class for data augmentation and data normalization.
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