Use the same face from the reference image
Gemini Nano Banana Pro
{
"image_generation_prompt": {
"style": "High-resolution realistic lifestyle photography",
"subject": {
"description": "Young woman with long black hair",
"instruction": "maintain facial features strictly consistent with reference image",