Automatic Data Augmentation for Deep Learning .
You can generate new data to train neural networks. This is an easy way to prevent the model overfitting.
- Crop
- Rotate
- Noise (Gaussian Noise added)
- Flip-up
- Change brightness
| Original | Crop | Rotate |
|---|---|---|
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| Noise | Flip-up | Change brightness |
|---|---|---|
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| Software | Version | Required |
|---|---|---|
| Python | >= 3.5 | Yes |
| Numpy | >= 1.13 | Yes |
| opencv-python | >= 3.4.2.17 | Yes |
| imageio | >= 2.9.0 | Yes |