Foton's Image 2 Video workflow
Designed for 12GB or lower VRAM.
Can be modified to work with more demanding models, but there's a lot of workflows for that already.
Features
Easy generation config
Lora Support
Advanced Cropping
Built-in Upscaling and Interpolation
Add audio track (not audio sync)
Easy Generation Config
Uses Lightning Lora by default to speed up generation considerably (3 min vs 15+mins on my 4070) at the cost of motion dynamics. Can be disabled with 1 click but will require 20-30 steps.

Lora Support
Support up to 2 Loras, you can add more manually with higher VRAM.
Advanced Cropping
Lets you crop images to fit landscape image into portrait and vice versa. Use offset to adjust crop center. Example:

Built-in Upscaling and Interpolation
Uses RIFE interpolation to generate frames. Use rife49.pth or rife47.pth for best results. You can replace Remacri upscaler with any other ESRGAN model like UltraSharp, R-ESRGAN4x, etc.
Blend_factor does some initial color correction for Remacri - it tends to desaturate images. Set it to 0 if you're using another upscale model and the result is too saturated.

Save Last Frames
Saves a number of last frames if you want to use them to generate a new video and then stitch them together. (Sometimes last frame has motion blur, so I added an option to save as many as you want).

Add audio
Audio is not syncronised, this requires another workflow entirely with SI2V models.

Description
First version:
Wan2.2 Image to Video generation using GGUF models
Video upscale and interpolation
Advanced cropping
Add audio track
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