base on Official code for "Style Aligned Image Generation via Shared Attention" # Style Aligned Image Generation via Shared Attention ### [Project Page](https://style-aligned-gen.github.io) &ensp; [Paper](https://style-aligned-gen.github.io/data/StyleAligned.pdf) ## Setup This code was tested with Python 3.11, [Pytorch 2.1](https://pytorch.org/) and [Diffusers 0.16](https://github.com/huggingface/diffusers). ## Examples - See [**style_aligned_sdxl**][style_aligned] notebook for generating style aligned images using [SDXL](https://huggingface.co/docs/diffusers/using-diffusers/sdxl).  - See [**style_aligned_transfer_sdxl**][style_aligned_transfer] notebook for generating images with a style from reference image using [SDXL](https://huggingface.co/docs/diffusers/using-diffusers/sdxl).  - See [**style_aligned_w_controlnet**][controlnet] notebook for generating style aligned and depth conditioned images using SDXL with [ControlNet-Depth](https://arxiv.org/abs/2302.05543).  - [**style_aligned_w_multidiffusion**][multidiffusion] can be used for generating style aligned panoramas using [SD V2](https://huggingface.co/stabilityai/stable-diffusion-2) with [MultiDiffusion](https://multidiffusion.github.io/).  ## Demos Thanks to @yvrjsharma for preparing the demos: [**style aligned text to image**][style_aligned_demo], [**ControlNet + StyleAligned**][controlnet_demo] and [**MultiDiffusion + StyleAligned**][controlnet_demo] To start a demo locally, simply run ``` python <demo file name>.py ``` and enter the demo in your browser using the provided url. An online demo of ControlNet + StyleAligned is available [here](https://huggingface.co/spaces/ysharma/style-aligned-controlnet). ## TODOs - [x] Adding demo. - [x] StyleAligned from an input image. - [ ] Multi-style with MultiDiffusion. - [ ] StyleAligned with DreamBooth ## Disclaimer This is not an officially supported Google product. [style_aligned]: style_aligned_sdxl.ipynb [controlnet]: style_aligned_w_controlnet.ipynb [multidiffusion]: style_aligned_w_multidiffusion.ipynb [style_aligned_transfer]: style_aligned_transfer_sdxl.ipynb [style_aligned_demo]: demo_stylealigned_sdxl.py [controlnet_demo]: demo_stylealigned_controlnet.py [multidiffusion_demo]: demo_stylealigned_multidiffusion.py ", Assign "at most 3 tags" to the expected json: {"id":"5706","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"