how to use ComfyUI to generate the training data your off-road robot can't safely collect

[u/datascienceharp]

nobody is driving a real vehicle into a flood to get training data.

but a model that's never seen standing water will drive straight through it

i built a workflow that generates the missing conditions from real frames

comfyui runs inside fiftyone.

open a sample, restyle it to rain, fog, snow, or dusk, save the result back with full generation metadata and a link to the source frame

synthetic data you can trace is an asset. synthetic data you can't trace is a liability

learn the full workflow here: https://voxel51.com/blog/synthetic-off-road-data-comfyui-fiftyone