puppy_generator
This is a concept art to generate pixel puppies automatically using Keras.
Developing
Invoke make develop, now you can execute any script.
Datasets
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.
Metadata
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 |
Warnings
When you run tox it could show a warning about cuda and dynamic library;you have more information here