Road Bicycle | Road Cycling

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About this version

I'm happy to present you the new version which now produces much better results
Yet, it's far from perfection. The main obstacle for me is the lack of anime/cartoon stylized images.
To improve the results I had to add some photos to my dataset, which affected the style but not significantly
After I have made 8 attempts of training this v2 model I can conclude that it's very hard for lora to understand the 3d structure of a bicycle, I suspect having 500+ images might help but currently it's not possible

Model description

Must have tag:

road bicycle

Important optional tags:

riding bicycle
bike jersey, bike shorts, bicycle helmet, cycling shoes, cycling eyewear on head, cycling eyewear, fingerless gloves, gloves
front view, left side view, right side view, rear view, from behind, from above, from below, full body

Non-important optional tags:

foot on ground, foot on pedal, handlebars, bicycle saddle, outdoors, sports bottle, standing near bicycle

As a bonus it has learned a character:

shiroko \(cycling\) \(blue archive\)

My thoughts

After so many attempts I have to conclude that without a large dataset with road bikes (most of which should be in anime style) it's impossible to have a perfectly generated road bike. The alternative would be to train a checkpoint on to understand real life road bikes, but I don't have a plan to go this far.

Images made by this model

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Model Type	LORA
Base Model	Illustrious
Published	3/5/2025
Trained Words	road bicycle riding bicycle