Feature Wishlist

[seruva19]

Disclaimer

This issue is primarily intended for personal purposes and contains a list of features that are planned to be implemented in the future. Btw, anyone can ask for a feature in comments and I will add it to the list and forget about it.

Legend

⚡ Top Priority - has the highest priority
✅ Implemented - has been fully implemented and is available in the application
🔨 In Progress - is currently being developed or worked on
🔍 Researching - is in the research phase to gather more information and determine its feasibility
📅 Planned - is planned for implementation in the future but has not been started yet
⛔ Not Planned - is not planned for implementation in the foreseeable future
😔 Too Difficult - is deemed too challenging or technically complex to implement at the moment
🤷 Not Decided - the decision to implement or not implement this feature has not been made yet
💡 Idea - is in the idea or concept stage and has not been fully defined or scoped yet
🐞 Bug - is an error, should be fixed ASAP, why it is here on the first place?!
🚫 Deprecated - has been deprecated and probably won't be implemented

General

✅	Integrate diffusers implementation #44
✅	Add Kandinsky 2.2 support #104
✅	Add Kandinsky 3.0 support (for 16 GB VRAM GPUs) 3597f23
📅	Add Kandinsky 3.1 #174
✅	Run 2.1 model on GPU with < 8 Gb VRAM #30 wiki
📅	Add progress indicator and inference cancellation option ai-forever/Kandinsky-2/pull/69
✅	Add lightbox image viewer
⛔	Add comprehensive labels to UI
📅	Add (auto)saving and recovering session params
⛔	Add prompt weighting and advanced syntax
⛔	Remove CLIP limit of 77 tokens #2136
🔍🤷	Figure out purpose of 2.2 refiner kandinsky-2-2-decoder-refiner
✅	Provide settings management through UI #43
✅	Image selection error #34
📅	Autofill of params when sending image to another tab
📅	Add tools for comparison (XYZ grid) #134
⛔	Add automated tests
✅	Add conditional control tools (ControlNet) diffusers #104
✅	Colab notebook fails to start #112
📅	Pasting image from clipboard to input image placeholders
✅	Add tools for generating animation Deforum-Kandinsky Kandimate
✅	Add UI structure customization #19 fac87c1

Txt2Img

⛔	Add tools for automating prompt construction #79
✅	Allow control of aspect ratio

Img2Img

✅	Add batch processing #75

Mixing

⚡	Add support for mixing several images (>2) #172

Inpainting

📅 ⚡	Add ControlNet inpaint
📅	Inpaint with image (instead of prompt)
🐞	Inpaint mask position is not correct when input image is resized
📅	"Tainted" image after inpainting #23 #100
📅	Support uploading custom mask #16

Outpainting

🔍 🐞	Unobvious image control behaviour #53
📅	Add 'partial' outpainting #70
📅	Add ControlNet outpaint
⛔	Add infinite canvas for outpainting
⛔	Develop custom gradio control for outpainting
📅	Prompt-less outpainting

Extensions

✅	Add option to control location of 'injected' extension within main UI
⛔	Add docs for developing extensions, including samples #54
📅 💡	Add extension for region composition control

Upscaling (extension)

📅	Add more upscaling models #83

Segmentation (extension)

📅	Add sending extracted mask to inpaint tab #46
⛔	Add 'grounded mask' extraction (by click and/or prompt)

Prompt styles (extension)

⛔	Add support for thumbnail preview #20

Image browser (extension)

🔨	Add paging
📅	Passing recovered metadata to inference tabs

Interrogator (extension)

✅	Add batch interrogation #10

Training (extension)

✅	Add GUI for training prior and unclip 2.1 models #10
⛔	Add GUI for editing captions
🔍	Add 4.0 fine-tuning
⛔	Add GUI for 2.2 fine-tuning
✅	Add GUI switching between 2.1 models during inference
✅	Support for 2.2 LoRA training and inference colab #4051
🤷	Implement aspect ratio bucketing
🚫	Add tools for converting trained 2.1 checkpoints to diffusers format huggingface/diffusers
⛔	Automatic generation of test images while training
⛔	Add button to stop training<.del>
⛔	Merging checkpoints
🚫	Add GUI for textual inversion and dreambooth training TheDenk/Kandinsky-2-textual-inversion