This is a concept art to generate pixel puppies automatically using Keras.
Invoke make develop, now you can execute any script.
In order to train models, we have created a dataset called cherry. This dataset contain folders.
Each folder have the info about a sample of a space invader puppy:
${IMAGE_ID}.png: The puppy png, it can have any width and height.metadata.yaml: The metadata that describe how the puppy is. This will be the input to generate new puppies.
The metadata is the input of the IA. It have the following elements:
| Attribute | type | values |
|---|---|---|
| width | int | Number of pixels in the png width |
| height | Number of pixels the png height | |
| number_of_legs | int | 0 in example |
| number_of_arms | int | 0 in example |
| number_of_eyes | int | 0 in example |
| number_of_antennas | int | 0 in example |
| number_of_horns | int | 0 in example |
| has_head | bool | True in example |
| has_tail | bool | True in example |
| is_symetric | bool | True in example |
| side | enum | It shall be front, left or right |
| expression | enum | It shall be none, happy, angry, zigzag, surprise or normal |
When you run tox it could show a warning about cuda and dynamic library;you have more information here