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e815694
feat(genai): add new genai sdk image generation samples
abeeb6b
refactor: change bucket prefix in tests
73a8f2b
refactor: change output bucket in subject reference sample and change…
4d7fdf5
resolve merge conflicts
854f847
refactor: apply some suggestions to the samples
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add a more extensive header to each sample
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96 changes: 96 additions & 0 deletions
96
...i/snippets/src/main/java/genai/imagegeneration/ImageGenCannyCtrlTypeWithTextAndImage.java
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/* | ||
* 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 | ||
* | ||
* http://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. | ||
*/ | ||
|
||
package genai.imagegeneration; | ||
|
||
// [START googlegenaisdk_imggen_canny_ctrl_type_with_txt_img] | ||
|
||
import com.google.genai.Client; | ||
import com.google.genai.types.ControlReferenceConfig; | ||
import com.google.genai.types.ControlReferenceImage; | ||
import com.google.genai.types.EditImageConfig; | ||
import com.google.genai.types.EditImageResponse; | ||
import com.google.genai.types.GeneratedImage; | ||
import com.google.genai.types.Image; | ||
import java.util.List; | ||
import java.util.Optional; | ||
|
||
public class ImageGenCannyCtrlTypeWithTextAndImage { | ||
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||
public static void main(String[] args) { | ||
// TODO(developer): Replace these variables before running the sample. | ||
String modelId = "imagen-3.0-capability-001"; | ||
String outputGcsUri = "gs://your-bucket/your-prefix"; | ||
cannyEdgeCustomization(modelId, outputGcsUri); | ||
} | ||
|
||
/** | ||
* Generates an image with a Canny edge image and text prompt. | ||
* | ||
* <p>This function demonstrates controlled customization. It uses a "Canny edge" image, which is | ||
* a black-and-white line drawing that outlines the shapes of objects. The model is instructed to | ||
* follow this structural outline to generate an image based the text prompt. | ||
* | ||
* @param modelId The GenAI model to use for generating the image. | ||
* @param outputGcsUri A GCS URI where the generated image will be saved. Example: | ||
* "gs://your-bucket/your-prefix" | ||
* @return An Optional containing the GCS URI of the generated image if successful. | ||
*/ | ||
public static Optional<String> cannyEdgeCustomization(String modelId, String outputGcsUri) { | ||
// Client Initialization. Once created, it can be reused for multiple requests. | ||
try (Client client = Client.builder().location("global").vertexAI(true).build()) { | ||
// Create a reference image out of an existing canny edge image signal | ||
// using https://storage.googleapis.com/cloud-samples-data/generative-ai/image/car_canny.png | ||
ControlReferenceImage controlReferenceImage = | ||
ControlReferenceImage.builder() | ||
.referenceId(1) | ||
.referenceImage( | ||
Image.builder() | ||
.gcsUri("gs://cloud-samples-data/generative-ai/image/car_canny.png") | ||
.build()) | ||
.config(ControlReferenceConfig.builder().controlType("CONTROL_TYPE_CANNY").build()) | ||
.build(); | ||
|
||
// The `[1]` in the prompt refers to the `referenceId` assigned to | ||
// the control reference image. | ||
EditImageResponse imageResponse = | ||
client.models.editImage( | ||
modelId, | ||
"a watercolor painting of a red car[1] driving on a road", | ||
List.of(controlReferenceImage), | ||
EditImageConfig.builder() | ||
.editMode("EDIT_MODE_CONTROLLED_EDITING") | ||
.numberOfImages(1) | ||
.safetyFilterLevel("BLOCK_MEDIUM_AND_ABOVE") | ||
.personGeneration("ALLOW_ADULT") | ||
.outputGcsUri(outputGcsUri) | ||
.build()); | ||
|
||
Image generatedImage = | ||
imageResponse | ||
.generatedImages() | ||
.flatMap(generatedImages -> generatedImages.stream().findFirst()) | ||
.flatMap(GeneratedImage::image) | ||
.orElseThrow(() -> new IllegalStateException("No image was generated by the model.")); | ||
|
||
generatedImage.gcsUri().ifPresent(System.out::println); | ||
// Example response: | ||
// gs://your-bucket/your-prefix | ||
return generatedImage.gcsUri(); | ||
} | ||
} | ||
} | ||
// [END googlegenaisdk_imggen_canny_ctrl_type_with_txt_img] |
94 changes: 94 additions & 0 deletions
94
genai/snippets/src/main/java/genai/imagegeneration/ImageGenRawReferenceWithTextAndImage.java
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/* | ||
* 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 | ||
* | ||
* http://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. | ||
*/ | ||
|
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package genai.imagegeneration; | ||
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// [START googlegenaisdk_imggen_raw_reference_with_txt_img] | ||
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import com.google.genai.Client; | ||
import com.google.genai.types.EditImageConfig; | ||
import com.google.genai.types.EditImageResponse; | ||
import com.google.genai.types.GeneratedImage; | ||
import com.google.genai.types.Image; | ||
import com.google.genai.types.RawReferenceImage; | ||
import java.util.List; | ||
import java.util.Optional; | ||
|
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public class ImageGenRawReferenceWithTextAndImage { | ||
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public static void main(String[] args) { | ||
// TODO(developer): Replace these variables before running the sample. | ||
String modelId = "imagen-3.0-capability-001"; | ||
String outputGcsUri = "gs://your-bucket/your-prefix"; | ||
styleTransferCustomization(modelId, outputGcsUri); | ||
} | ||
|
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/** | ||
* Generates an image in a new style based on a raw reference image and text prompt. | ||
* | ||
* <p>This function demonstrates style transfer customization. It uses a raw reference image of a | ||
* "teacup". The model is instructed to recreate the reference image in a new style based on the | ||
* text prompt. | ||
* | ||
* @param modelId The GenAI model to use for generating the image. | ||
* @param outputGcsUri A GCS URI where the generated image will be saved. Example: | ||
* "gs://your-bucket/your-prefix" | ||
* @return An Optional containing the GCS URI of the generated image if successful. | ||
*/ | ||
public static Optional<String> styleTransferCustomization(String modelId, String outputGcsUri) { | ||
// Client Initialization. Once created, it can be reused for multiple requests. | ||
try (Client client = Client.builder().location("global").vertexAI(true).build()) { | ||
// Create a raw reference image of teacup stored in Google Cloud Storage | ||
// using https://storage.googleapis.com/cloud-samples-data/generative-ai/image/teacup-1.png | ||
RawReferenceImage rawReferenceImage = | ||
RawReferenceImage.builder() | ||
.referenceId(1) | ||
.referenceImage( | ||
Image.builder() | ||
.gcsUri("gs://cloud-samples-data/generative-ai/image/teacup-1.png") | ||
.build()) | ||
.build(); | ||
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// The `[1]` in the prompt refers to the `referenceId` assigned to the raw reference image. | ||
EditImageResponse imageResponse = | ||
client.models.editImage( | ||
modelId, | ||
"transform the subject in the image so that " | ||
+ "the teacup[1] is made entirely out of chocolate", | ||
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|
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List.of(rawReferenceImage), | ||
EditImageConfig.builder() | ||
.editMode("EDIT_MODE_DEFAULT") | ||
.numberOfImages(1) | ||
.safetyFilterLevel("BLOCK_MEDIUM_AND_ABOVE") | ||
.personGeneration("ALLOW_ADULT") | ||
.outputGcsUri(outputGcsUri) | ||
.build()); | ||
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Image generatedImage = | ||
imageResponse | ||
.generatedImages() | ||
.flatMap(generatedImages -> generatedImages.stream().findFirst()) | ||
.flatMap(GeneratedImage::image) | ||
.orElseThrow(() -> new IllegalStateException("No image was generated by the model.")); | ||
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generatedImage.gcsUri().ifPresent(System.out::println); | ||
// Example response: | ||
// gs://your-bucket/your-prefix | ||
return generatedImage.gcsUri(); | ||
} | ||
} | ||
} | ||
// [END googlegenaisdk_imggen_raw_reference_with_txt_img] |
98 changes: 98 additions & 0 deletions
98
...nippets/src/main/java/genai/imagegeneration/ImageGenScribbleCtrlTypeWithTextAndImage.java
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---|---|---|
@@ -0,0 +1,98 @@ | ||
/* | ||
* 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 | ||
* | ||
* http://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. | ||
*/ | ||
|
||
package genai.imagegeneration; | ||
|
||
// [START googlegenaisdk_imggen_scribble_ctrl_type_with_txt_img] | ||
|
||
import com.google.genai.Client; | ||
import com.google.genai.types.ControlReferenceConfig; | ||
import com.google.genai.types.ControlReferenceImage; | ||
import com.google.genai.types.EditImageConfig; | ||
import com.google.genai.types.EditImageResponse; | ||
import com.google.genai.types.GeneratedImage; | ||
import com.google.genai.types.Image; | ||
import java.util.List; | ||
import java.util.Optional; | ||
|
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public class ImageGenScribbleCtrlTypeWithTextAndImage { | ||
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public static void main(String[] args) { | ||
// TODO(developer): Replace these variables before running the sample. | ||
String modelId = "imagen-3.0-capability-001"; | ||
String outputGcsUri = "gs://your-bucket/your-prefix"; | ||
scribbleCustomization(modelId, outputGcsUri); | ||
} | ||
|
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/** | ||
* Generates an image with a Scribble image and text prompt. | ||
* | ||
* <p>This function demonstrates controlled customization. It uses a "Scribble" image, which is a | ||
* rough drawing with a black background and white lines. The model is instructed to follow this | ||
* structural outline to generate an image based the text prompt. | ||
* | ||
* @param modelId The GenAI model to use for generating the image. | ||
* @param outputGcsUri A GCS URI where the generated image will be saved. Example: | ||
* "gs://your-bucket/your-prefix" | ||
* @return An Optional containing the GCS URI of the generated image if successful. | ||
*/ | ||
public static Optional<String> scribbleCustomization(String modelId, String outputGcsUri) { | ||
// Client Initialization. Once created, it can be reused for multiple requests. | ||
try (Client client = Client.builder().location("global").vertexAI(true).build()) { | ||
// Create a reference image out of an existing scribble image signal | ||
// using | ||
// https://storage.googleapis.com/cloud-samples-data/generative-ai/image/car_scribble.png | ||
ControlReferenceImage controlReferenceImage = | ||
ControlReferenceImage.builder() | ||
.referenceId(1) | ||
.referenceImage( | ||
Image.builder() | ||
.gcsUri("gs://cloud-samples-data/generative-ai/image/car_scribble.png") | ||
.build()) | ||
.config(ControlReferenceConfig.builder().controlType("CONTROL_TYPE_SCRIBBLE").build()) | ||
.build(); | ||
|
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// The `[1]` in the prompt refers to the `referenceId` assigned to the | ||
// control reference image. | ||
EditImageResponse imageResponse = | ||
client.models.editImage( | ||
modelId, | ||
"an oil painting showing the side of a red car[1]", | ||
List.of(controlReferenceImage), | ||
EditImageConfig.builder() | ||
.editMode("EDIT_MODE_CONTROLLED_EDITING") | ||
.numberOfImages(1) | ||
.safetyFilterLevel("BLOCK_MEDIUM_AND_ABOVE") | ||
.personGeneration("ALLOW_ADULT") | ||
.outputGcsUri(outputGcsUri) | ||
.build()); | ||
|
||
Image generatedImage = | ||
imageResponse | ||
.generatedImages() | ||
.flatMap(generatedImages -> generatedImages.stream().findFirst()) | ||
.flatMap(GeneratedImage::image) | ||
.orElseThrow(() -> new IllegalStateException("No image was generated by the model.")); | ||
|
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generatedImage.gcsUri().ifPresent(System.out::println); | ||
// Example response: | ||
// gs://your-bucket/your-prefix | ||
|
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return generatedImage.gcsUri(); | ||
} | ||
} | ||
} | ||
// [END googlegenaisdk_imggen_scribble_ctrl_type_with_txt_img] |
96 changes: 96 additions & 0 deletions
96
.../snippets/src/main/java/genai/imagegeneration/ImageGenStyleReferenceWithTextAndImage.java
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---|---|---|
@@ -0,0 +1,96 @@ | ||
/* | ||
* 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 | ||
* | ||
* http://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. | ||
*/ | ||
|
||
package genai.imagegeneration; | ||
|
||
// [START googlegenaisdk_imggen_style_reference_with_txt_img] | ||
|
||
import com.google.genai.Client; | ||
import com.google.genai.types.EditImageConfig; | ||
import com.google.genai.types.EditImageResponse; | ||
import com.google.genai.types.GeneratedImage; | ||
import com.google.genai.types.Image; | ||
import com.google.genai.types.StyleReferenceConfig; | ||
import com.google.genai.types.StyleReferenceImage; | ||
import java.util.List; | ||
import java.util.Optional; | ||
|
||
public class ImageGenStyleReferenceWithTextAndImage { | ||
|
||
public static void main(String[] args) { | ||
// TODO(developer): Replace these variables before running the sample. | ||
String modelId = "imagen-3.0-capability-001"; | ||
String outputGcsUri = "gs://your-bucket/your-prefix"; | ||
styleCustomization(modelId, outputGcsUri); | ||
} | ||
|
||
/** | ||
* Generates an image with a style reference image and text prompt | ||
* | ||
* <p>This function demonstrates style customization. It uses a style reference image of a "neon | ||
* sign". The model is instructed to transfer the style of the reference image to a new image | ||
* based on the text prompt. | ||
* | ||
* @param modelId The GenAI model to use for generating the image. | ||
* @param outputGcsUri A GCS URI where the generated image will be saved. Example: | ||
* "gs://your-bucket/your-prefix" | ||
* @return An Optional containing the GCS URI of the generated image if successful. | ||
*/ | ||
public static Optional<String> styleCustomization(String modelId, String outputGcsUri) { | ||
// Client Initialization. Once created, it can be reused for multiple requests. | ||
try (Client client = Client.builder().location("global").vertexAI(true).build()) { | ||
// Create a style reference image of a neon sign stored in Google Cloud Storage | ||
// using https://storage.googleapis.com/cloud-samples-data/generative-ai/image/neon.png | ||
StyleReferenceImage styleReferenceImage = | ||
StyleReferenceImage.builder() | ||
.referenceId(1) | ||
.referenceImage( | ||
Image.builder() | ||
.gcsUri("gs://cloud-samples-data/generative-ai/image/neon.png") | ||
.build()) | ||
.config(StyleReferenceConfig.builder().styleDescription("neon sign").build()) | ||
.build(); | ||
|
||
// The `[1]` in the prompt refers to the `referenceId` assigned to the style reference image. | ||
EditImageResponse imageResponse = | ||
client.models.editImage( | ||
modelId, | ||
"generate an image of a neon sign [1] with the words: have a great day", | ||
List.of(styleReferenceImage), | ||
EditImageConfig.builder() | ||
.editMode("EDIT_MODE_DEFAULT") | ||
.numberOfImages(1) | ||
.safetyFilterLevel("BLOCK_MEDIUM_AND_ABOVE") | ||
.personGeneration("ALLOW_ADULT") | ||
.outputGcsUri(outputGcsUri) | ||
.build()); | ||
|
||
Image generatedImage = | ||
imageResponse | ||
.generatedImages() | ||
.flatMap(generatedImages -> generatedImages.stream().findFirst()) | ||
.flatMap(GeneratedImage::image) | ||
.orElseThrow(() -> new IllegalStateException("No image was generated by the model.")); | ||
|
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generatedImage.gcsUri().ifPresent(System.out::println); | ||
// Example response: | ||
// gs://your-bucket/your-prefix | ||
|
||
return generatedImage.gcsUri(); | ||
} | ||
} | ||
} | ||
// [END googlegenaisdk_imggen_style_reference_with_txt_img] |
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