This VAE has the ability to generate from within the distribution of satellites images a new image.
| Hyperparameters | Values |
|---|---|
| Epochs | 2 |
| batch size | 32 |
| learning rate | 1e-4 |
| dropout | 0.5 |
| mse_weight | 1 |
| KLDiv_weight | 1e-3 |
| Hidden activation | SeLU |
| Latent activation | Sigmoid |
Data represents satellites images of cities with multiples objects.
The resulted image shows interesting result, where objects are segmented with a specific color which make us able to distinguish an item from another.
