min-dalle-test/replicate/predict.py

31 lines
783 B
Python
Raw Normal View History

2022-06-29 19:53:25 +00:00
import tempfile
from cog import BasePredictor, Path, Input
from min_dalle import MinDalle
2022-06-29 19:53:25 +00:00
class Predictor(BasePredictor):
def setup(self):
self.model = MinDalle(is_mega=True)
2022-06-29 19:53:25 +00:00
def predict(
self,
text: str = Input(
2022-07-02 14:46:56 +00:00
description='Text',
default='court sketch of godzilla on trial'
2022-06-29 19:53:25 +00:00
),
seed: int = Input(
2022-07-02 14:46:56 +00:00
description='Seed',
default=6
2022-06-29 19:53:25 +00:00
),
2022-07-02 14:05:16 +00:00
grid_size: int = Input(
2022-07-02 14:46:56 +00:00
description='Grid Size',
2022-07-02 14:32:17 +00:00
ge=1,
2022-07-02 20:36:51 +00:00
le=3,
default=3
2022-07-02 14:05:16 +00:00
)
2022-06-29 19:53:25 +00:00
) -> Path:
2022-07-02 14:05:16 +00:00
image = self.model.generate_image(text, seed, grid_size=grid_size)
2022-07-02 14:46:56 +00:00
out_path = Path(tempfile.mkdtemp()) / 'output.png'
2022-06-29 19:53:25 +00:00
image.save(str(out_path))
return out_path