frame-interpolation
XVFI
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| frame-interpolation | XVFI | |
|---|---|---|
| 74 | 1 | |
| 2,672 | 260 | |
| 3.0% | - | |
| 0.0 | 0.0 | |
| 8 months 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/
XVFI
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[D] Has anyone compared XVFI's interpolation quality with RIFE?
GitHub - JihyongOh/XVFI: Official repository of XVFI (accepted in ICCV2021, Oral)
What are some alternatives?
ebsynth - Fast Example-based Image Synthesis and Style Transfer
AnimeInterp - The code for CVPR21 paper "Deep Animation Video Interpolation in the Wild"
DeblurGANv2 - [ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang
sd-webui-mov2mov - This is the Mov2mov plugin for Automatic1111/stable-diffusion-webui.
fashion-mnist - A MNIST-like fashion product database. Benchmark :point_down:
VQGAN-CLIP-Video - Traditional deepdream with VQGAN+CLIP and optical flow. Ready to use in Google Colab.
Super-SloMo - PyTorch implementation of Super SloMo by Jiang et al.
latent-diffusion - High-Resolution Image Synthesis with Latent Diffusion Models
DIML - [ICCV 2021] Towards Interpretable Deep Metric Learning with Structural Matching
optical.flow.demo - A project that uses optical flow and machine learning to detect aimhacking in video clips.
CAIN - Source code for AAAI 2020 paper "Channel Attention Is All You Need for Video Frame Interpolation"