ComfyUI Node
StyleGAN Inversion
A ComfyUI node in StyleGAN with 11 inputs and 2 outputs.
StyleGAN Inversion
- stylegan_model
- image
- training_latents
- final_latent
◄seed0►
◄num_steps1000►
◄w_avg_samples10000►
◄initial_learning_rate0.1000►
◄initial_noise_factor0.050►
◄lr_rampdown_length0.25►
◄lr_rampup_length0.05►
◄noise_ramp_length0.75►
◄regularize_noise_weight100000.00►
CategoryStyleGAN
Inputs (11)
| Name | Type | Default | Description |
|---|---|---|---|
| stylegan_model | STYLEGAN | — | |
| image | IMAGE | — | |
| seed | INT | 00–18446744073709550000 | — |
| num_steps | INT | 1000 | — |
| w_avg_samples | INT | 100001–100000 | — |
| initial_learning_rate | FLOAT | 0.10000.00001–1 | — |
| initial_noise_factor | FLOAT | 0.0500–1 | — |
| lr_rampdown_length | FLOAT | 0.250–1 | — |
| lr_rampup_length | FLOAT | 0.050–1 | — |
| noise_ramp_length | FLOAT | 0.750–1 | — |
| regularize_noise_weight | FLOAT | 100000.000–10000000 | — |
Outputs (2)
| Name | Type | Description |
|---|---|---|
| training_latents | STYLEGAN_LATENT | — |
| final_latent | STYLEGAN_LATENT | — |