frame-interpolation
txt2mask
frame-interpolation | txt2mask | |
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74 | 24 | |
2,696 | 507 | |
2.6% | - | |
0.0 | 2.6 | |
18 days ago | over 1 year ago | |
Python | Python | |
Apache License 2.0 | - |
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frame-interpolation
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Aging with AI from age 9 to age 99.
- Lastly I used FILM, an image interpolation library to interpolate between images
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AnimDiff
1) generate video using https://github.com/camenduru/animatediff 2) upscale using SD-CN https://github.com/volotat/SD-CN-Animation 3) interpolate frames using https://github.com/google-research/frame-interpolation 4) add audio using https://huggingface.co/spaces/suno/bark
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What is the current best way to make sequence images for animation that keep the art style consistent?
I am aware of interpolation as well (https://github.com/google-research/frame-interpolation) where you give it two images and it generates the images in between to get there but not sure I have good enough images to attempt to use this yet.
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The AI will make You an Anime in Real Time
Super neat though. With some interpolation (possibly this Google Research one I just found via ChatGPT), it wouldn't be too bad to dump a video in and have it process in the background.
- my older video, without controlnet or training
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The secret to REALLY easy videos in A1111 (easier than you think)
FILM repo by Google Research, they made this very cool interpolation method, my favourite so far. It's a pain to set up, didn't manage to run it on my local machine, I'm not very smart, and I can't get "pip install tensorflow==2.6.2" to run on my Windows, so can't run the requirements, so can't run the script.. BUTTTT you can use colab here, and once you hook it up to your GDrive, you can change the path to your folder of images, and it will process and spit out the interpolated video for you. I only have free tier, and it took 16 minutes for the sample video.
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Loopback Wave Workflows (FILM, AE, Flowframes)
FILM (Frame Interpolation for Large Motion)
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More Loopback Wave + Flow, this time with realistic people
Edit: used this for the interpolation. Flow wasn't the correct word. https://github.com/google-research/frame-interpolation
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Large Motion Frame Interpolation – Google AI Blog
Also off-topic, but their github.io page has a bibtex snippet for anyone wanting to cite their work in their papers. I'm not an academic, but I still strangely appreciate the gesture.
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AI Video to Fill Missing Frames/Smooth Animation?
FILM? https://film-net.github.io/
txt2mask
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Unpromted text2mask
Honestly I'd suggest just downloading the script instead, it's much easier to use and gives you boxes for the prompts rather than having to use all this stuff --> [txt2mask background[/txt2mask] It's up to you of course, but for me the extension conflicts with my favorite extension Dynamic Prompts anyway, so it had to go :( The stand-alone script still works mint tho haha.
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Another Instruct Pix2Pix on video experiment: "Make it a bronze sculpture"
Can pix2pix be used with the txt2mask extension to easily isolate the dancer?
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Any random hair colour function for automatic1111?
That looks similar to Unprompted, which is the successor to txt2mask which is probably much easier to use than the others (at least after a quick glance at the documentation).
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In-painting Mask generation via API
automatic1111's webui now has a txt2mask script for inpainting. see here. Works great.
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Will models have to be retrained for when this feature is eventually added into SD?
Separating colours into masks then rendering one at a time would just take a plugin, not a model update. It would be like this plugin only a lot easier as the objects are coming pre-masked by the colour instead of having to run recognition on them from the description https://github.com/ThereforeGames/txt2mask
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[Inpainting] [Q] Want to remove a person/ group of people from an image.
It's pretty awesome but the developer recently said he's wrapping it into another extension of his and will not be updating the standalone script anymore. I'm sad about that because it works differently in the new extension and I find it a lot less convenient now, altho it's possible it will be changed again so I'm not giving up hope yet lol. Here's a link to the original version if you want to try it https://github.com/ThereforeGames/txt2mask
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InstructPix2Pix - Stable Diffusion Combined With GPT-3 to "make it so"
There's a version of this idea already in the Automatic1111 distro, a script called 'txt2mask' that's on github here: https://github.com/ThereforeGames/txt2mask
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Is it possible to replace object in image with object from another image
txt2mask
- Stable Diffusion links from around September 17, 2022 that I collected for further processing
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Inpainting every frame using AE + SD
Perhaps you could txt2mask (https://github.com/ThereforeGames/txt2mask) to automate - i.e. you just need to have the text "fire hydrant" as your mask.
What are some alternatives?
ebsynth - Fast Example-based Image Synthesis and Style Transfer
sd-dynamic-prompts - A custom script for AUTOMATIC1111/stable-diffusion-webui to implement a tiny template language for random prompt generation
AnimeInterp - The code for CVPR21 paper "Deep Animation Video Interpolation in the Wild"
stable-diffusion-prompt-inpainting - This project helps you do prompt-based inpainting without having to paint the mask - using Stable Diffusion and Clipseg
sd-webui-mov2mov - This is the Mov2mov plugin for Automatic1111/stable-diffusion-webui.
ECCV2022-RIFE - ECCV2022 - Real-Time Intermediate Flow Estimation for Video Frame Interpolation
VQGAN-CLIP-Video - Traditional deepdream with VQGAN+CLIP and optical flow. Ready to use in Google Colab.
gif2gif - Automatic1111 Animated Image (input/output) Extension
latent-diffusion - High-Resolution Image Synthesis with Latent Diffusion Models
stable-diffusion-webui - Stable Diffusion web UI
optical.flow.demo - A project that uses optical flow and machine learning to detect aimhacking in video clips.
clipseg - This repository contains the code of the CVPR 2022 paper "Image Segmentation Using Text and Image Prompts".