Skip to content

feat(genai): sample for virtual try on #13539

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 3 commits into from
Aug 7, 2025
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
47 changes: 47 additions & 0 deletions genai/image_generation/imggen_virtual_try_on_with_txt_img.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,47 @@
# 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 virtual_try_on(output_file: str) -> Image:
# [START googlegenaisdk_imggen_virtual_try_on_with_txt_img]
from google import genai
from google.genai.types import RecontextImageSource, ProductImage

client = genai.Client()

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

image = client.models.recontext_image(
model="virtual-try-on-preview-08-04",
source=RecontextImageSource(
person_image=Image.from_file(location="test_resources/man.png"),
product_images=[ProductImage(product_image=Image.from_file(location="test_resources/sweater.jpg"))]
)
)

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_virtual_try_on_with_txt_img]
return image.generated_images[0].image


if __name__ == "__main__":
virtual_try_on(output_file="test_resources/man_in_sweater.png")
2 changes: 1 addition & 1 deletion genai/image_generation/requirements.txt
Original file line number Diff line number Diff line change
@@ -1,2 +1,2 @@
google-genai==1.27.0
google-genai==1.29.0
pillow==11.1.0
9 changes: 9 additions & 0 deletions genai/image_generation/test_image_generation.py
Original file line number Diff line number Diff line change
Expand Up @@ -40,6 +40,7 @@
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_virtual_try_on_with_txt_img
import imggen_with_txt


Expand Down Expand Up @@ -172,6 +173,14 @@ def test_img_customization_canny_edge(output_gcs_uri: str) -> None:
assert response


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_imggen_mmflash_examples() -> None:
# generate image
fname = imggen_mmflash_with_txt.generate_content()
Expand Down
Binary file added genai/image_generation/test_resources/man.png
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.