awesome-genmedia Flux Depth Pro
Generate images using depth map control from input images. Flux Depth Pro automatically extracts depth information from a control image to guide the generation process.
Quick Start
Requires an each::labs API key. Get one at eachlabs.ai.
curl -X POST https://api.eachlabs.ai/v1/prediction \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-d '{
"model": "flux-depth-pro",
"version": "0.0.1",
"input": {
"prompt": "a mystical forest scene with glowing mushrooms, fantasy art",
"control_image": "https://example.com/reference-scene.jpg",
"guidance": 10,
"steps": 50,
"output_format": "jpg"
}
}'
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
| control_image | string | - | Image to use as control input. Must be jpeg, png, gif, or webp |
| guidance | number | 10 | Controls the balance between adherence to text/image prompt and creativity |
| output_format | string | jpg | Output format. enum: jpg, png |
| prompt | string | - | Text prompt for image generation |
| prompt_upsampling | boolean | false | Automatically modify the prompt for more creative generation |
| safety_tolerance | integer | 2 | Safety tolerance, 1 is most strict and 6 is most permissive |
| seed | integer | - | Random seed. Set for reproducible generation |
| steps | integer | 50 | Number of diffusion steps. Higher values yield finer details |
Examples
Architecture reimagined:
curl -X POST https://api.eachlabs.ai/v1/prediction \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-d '{
"model": "flux-depth-pro",
"version": "0.0.1",
"input": {
"prompt": "a futuristic cyberpunk building at night, neon lights, rain-slicked streets",
"control_image": "https://example.com/building-photo.jpg",
"guidance": 12,
"steps": 50,
"seed": 99
}
}'
Stylized portrait with depth preservation:
curl -X POST https://api.eachlabs.ai/v1/prediction \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-d '{
"model": "flux-depth-pro",
"version": "0.0.1",
"input": {
"prompt": "oil painting portrait of a Renaissance nobleman, dramatic lighting, museum quality",
"control_image": "https://example.com/portrait-photo.jpg",
"guidance": 8,
"steps": 40,
"prompt_upsampling": true,
"output_format": "png"
}
}'
Related Models
- flux-depth-dev - Depth-controlled generation (dev version)
- flux-canny-pro - Edge-controlled image generation
- flux-dev-controlnet - Multi-mode ControlNet generation