Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
45 changes: 45 additions & 0 deletions genai/image_generation/imggen_upscale_with_img.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,45 @@
# Copyright 2025 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

from google.genai.types import Image


def upscale_images(output_file: str) -> Image:
# [START googlegenaisdk_imggen_upscale_with_img]
from google import genai
from google.genai.types import Image

client = genai.Client()

# TODO(developer): Update and un-comment below line
# output_file = "output-image.png"

image = client.models.upscale_image(
model="imagen-4.0-upscale-preview",
image=Image.from_file(location="test_resources/dog_newspaper.png"),
upscale_factor="x2",
)

image.generated_images[0].image.save(output_file)

print(f"Created output image using {len(image.generated_images[0].image.image_bytes)} bytes")
# Example response:
# Created output image using 1234567 bytes

# [END googlegenaisdk_imggen_upscale_with_img]
return image.generated_images[0].image


if __name__ == "__main__":
upscale_images(output_file="output_folder/dog_newspaper.png")
7 changes: 7 additions & 0 deletions genai/image_generation/test_image_generation.py
Original file line number Diff line number Diff line change
Expand Up @@ -37,6 +37,7 @@
import imggen_scribble_ctrl_type_with_txt_img
import imggen_style_reference_with_txt_img
import imggen_subj_refer_ctrl_refer_with_txt_imgs
import imggen_upscale_with_img
import imggen_virtual_try_on_with_txt_img
import imggen_with_txt

Expand Down Expand Up @@ -147,3 +148,9 @@ def test_img_virtual_try_on() -> None:
OUTPUT_FILE = os.path.join(RESOURCES, "man_in_sweater.png")
response = imggen_virtual_try_on_with_txt_img.virtual_try_on(OUTPUT_FILE)
assert response


def test_img_upscale() -> None:
OUTPUT_FILE = os.path.join(RESOURCES, "dog_newspaper.png")
response = imggen_upscale_with_img.upscale_images(OUTPUT_FILE)
assert response