add 281-photo-maker notebook (#1632)

* fix the ci issue

fix the ci issue

fix the ci issue

fix the ci issue

fix the reaccording to view suggestion

fix the reaccording to view suggestion

fix the reaccording to view suggestion

* fix the reaccording to view suggestion

* fix vegart syntax error, update stable zephyr (#1634)

* fix vegart syntax error, update stable zephyr

* fix saving fp16 calibrated model on win

update jupyterlab (#1635)

* update the text encoder converter

update the text encoder converter

update the text encoder converter

* add text_encoder_2 converter and clean up the memory

fix typo

fix typo

add ignore

add ignore

* switch the ID to 281

* fix the missing readme

fix the wrong id

---------

Co-authored-by: Ekaterina Aidova <ekaterina.aidova@intel.com>

Author: openvino-dev-samples

.ci/ignore_treon_docker.txt

@@ -44,6 +44,7 @@
 272-paint-by-example
 273-stable-zephyr-3b-chatbot
 276-stable-diffusion-torchdynamo-backend
+281-photo-maker
 281-kosmos2-multimodal-large-language-model
 301-tensorflow-training-openvino
 305-tensorflow-quantization-aware-training

.ci/ignore_treon_linux.txt

@@ -47,5 +47,6 @@
 272-paint-by-example
 273-stable-zephyr-3b-chatbot
 276-stable-diffusion-torchdynamo-backend
+281-photo-maker
 281-kosmos2-multimodal-large-language-model
 404-style-transfer-webcam

.ci/ignore_treon_mac.txt

@@ -46,4 +46,5 @@
 276-stable-diffusion-torchdynamo-backend
 281-kosmos2-multimodal-large-language-model
 279-mobilevlm-language-assistant
+281-photo-maker
 404-style-transfer-webcam

.ci/ignore_treon_win.txt

@@ -46,4 +46,5 @@
 272-paint-by-example
 273-stable-zephyr-3b-chatbot
 276-stable-diffusion-torchdynamo-backend
+281-photo-maker
 281-kosmos2-multimodal-large-language-model

.ci/spellcheck/.pyspelling.wordlist.txt

@@ -3,6 +3,7 @@ accelerometers
 accelerometer
 acknowledgement
 activations
+adaptively
 adas
 ADE
 aeroplane
@@ -477,6 +478,7 @@ Patil
 PEFT
 performant
 PersonaGPT
+PhotoMaker
 photorealism
 photorealistic
 Piotr

README.md

@@ -53,6 +53,7 @@ Check out the latest notebooks that show how to optimize and deploy popular mode
 |[Stable Diffusion with IP-Adapter](notebooks/278-stable-diffusion-ip-adapter)<br> | Image conditioning in Stable Diffusion pipeline using IP-Adapter | <img src=https://github.com/openvinotoolkit/openvino_notebooks/assets/29454499/182657d9-2aa3-40b3-9fc4-a90b803419fe width=300> |
 | [MobileVLM](notebooks/279-mobilevlm-language-assistant)<br> | Mobile language assistant with MobileVLM and OpenVINO | |
 | [DepthAnything](notebooks/280-depth-anything)<br>[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F280-depth-anythingh%2F280-depth-anything.ipynb)<br>[![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/openvinotoolkit/openvino_notebooks/blob/main/notebooks/280-depth-anything/280-depth-anything.ipynb) | Monocular Depth estimation with DepthAnything and OpenVINO | <img src=https://github.com/openvinotoolkit/openvino_notebooks/assets/29454499/a9a16658-512f-470c-a33c-0e1f9d0ae72c width=300> |
+| [PhotoMaker](notebooks/281-photo-maker)<br> | Text-to-image generation using PhotoMaker and OpenVINO | <img src=https://github.com/openvinotoolkit/openvino_notebooks/assets/91237924/88bccc4a-5789-42ca-8a68-f402c3e7c5a4 width=300> |
 | [Kosmos-2: Grounding Multimodal Large Language Models](notebooks/281-kosmos2-multimodal-large-language-model)<br> | Kosmos-2: Grounding Multimodal Large Language Model and OpenVINO™ | <img src=https://huggingface.co/microsoft/kosmos-2-patch14-224/resolve/main/annotated_snowman.jpg width=225> |
 
 ## Table of Contents
@@ -233,6 +234,7 @@ Demos that demonstrate inference on a particular model.
 | [278-stable-diffusion-ip-adapter](notebooks/278-stable-diffusion-ip-adapter)<br> | Image conditioning in Stable Diffusion pipeline using IP-Adapter |  <img src=https://github.com/openvinotoolkit/openvino_notebooks/assets/29454499/182657d9-2aa3-40b3-9fc4-a90b803419fe width=300> |
 | [279-mobilevlm-language-assistant](notebooks/279-mobilevlm-language-assistant)<br> | Mobile language assistant with MobileVLM and OpenVINO | |
 | [280-depth-anything](notebooks/280-depth-anything)<br>[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F280-depth-anythingh%2F280-depth-anything.ipynb)<br>[![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/openvinotoolkit/openvino_notebooks/blob/main/notebooks/280-depth-anything/280-depth-anything.ipynb) | Monocular Depth Estimation with DepthAnything and OpenVINO |  <img src=https://github.com/openvinotoolkit/openvino_notebooks/assets/29454499/a9a16658-512f-470c-a33c-0e1f9d0ae72c width=225> |
+| [281-photo-maker](notebooks/281-photo-maker)<br> | Text-to-image generation using PhotoMaker and OpenVINO | <img src=https://github.com/openvinotoolkit/openvino_notebooks/assets/91237924/88bccc4a-5789-42ca-8a68-f402c3e7c5a4 width=225> | 
 | [281-kosmos2-multimodal-large-language-model](notebooks/281-kosmos2-multimodal-large-language-model)<br> | Kosmos-2: Multimodal Large Language Model and OpenVINO™ | <img src=https://huggingface.co/microsoft/kosmos-2-patch14-224/resolve/main/annotated_snowman.jpg width=225> |
 | [282-siglip-zero-shot-image-classification](notebooks/282-siglip-zero-shot-image-classification)<br>[![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/openvinotoolkit/openvino_notebooks/blob/main/notebooks/282-siglip-zero-shot-image-classification/282-siglip-zero-shot-image-classification.ipynb) | Zero-shot Image Classification with SigLIP | <img src=https://github.com/openvinotoolkit/openvino_notebooks/assets/67365453/c4eb782c-0fef-4a89-a5c6-5cc43518490b width=500> |