Seedream 4.5 Edit Sequential
doubao/seedream-4.5/image-to-image-sequential
Seedream 4.5 Edit Sequential performs multi-image editing while locking character and object identity across shots. It detects main subjects, preserves continuity, and applies controlled edits with up to 4K output. Ready-to-use REST inference API, best performance, no cold starts, affordable pricing.
Examples
Parameters
| Name | Type | Default | Constraints | Description |
|---|---|---|---|---|
| images *Images | image_upload | — | image/* · 1–10 items | The images to edit. A maximum of 10 reference images can be uploaded. |
| prompt *Prompt | textarea | — | ≤ 5000 chars | The positive prompt for the generation. |
| sizeSize | select | 2K | 2K | 4K | Output resolution tier. The selected aspect ratio is converted to MaaS pixel dimensions. |
| aspect_ratioAspect Ratio | select | 1:1 | 1:1 | 3:2 | 2:3 | 3:4 | 4:3 | 9:16 | 16:9 | 21:9 | The aspect ratio of the generated image. |
| max_imagesMax Images | slider | 1 | 1 ~ 15 · step 1 | The maximum number of images that can be generated (up to 15). This value must align with the number of images specified in the prompt above. |
API
Call this model through one unified REST API. Get a key on the API Keys page.
cURL
# 1) Submit — returns { "task_uuid": "..." }
curl -X POST "https://www.namifusion.com/api/v1/marketplace/run/doubao/seedream-4.5/image-to-image-sequential" \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"input": {
"images": [
"https://assets-public.namifusion.com/uploads/images/2026-04-21/8acf3c5d1883.png"
],
"prompt": "A serene mountain landscape with a clear blue sky, featuring a lone hiker standing on a rocky cliff, surrounded by lush greenery and distant snow-capped peaks. Please generate a set of 5 images.",
"size": "4K",
"aspect_ratio": "16:9",
"max_images": 5
}
}'
# 2) Poll until status is "completed", then read the output URLs
curl "https://www.namifusion.com/api/v1/marketplace/run/tasks/TASK_UUID" \
-H "Authorization: Bearer YOUR_API_KEY"Python
import time, requests
API_KEY = "YOUR_API_KEY"
HEADERS = {"Authorization": f"Bearer {API_KEY}"}
# 1) Submit
resp = requests.post(
"https://www.namifusion.com/api/v1/marketplace/run/doubao/seedream-4.5/image-to-image-sequential",
headers=HEADERS,
json={
"input": {
"images": [
"https://assets-public.namifusion.com/uploads/images/2026-04-21/8acf3c5d1883.png"
],
"prompt": "A serene mountain landscape with a clear blue sky, featuring a lone hiker standing on a rocky cliff, surrounded by lush greenery and distant snow-capped peaks. Please generate a set of 5 images.",
"size": "4K",
"aspect_ratio": "16:9",
"max_images": 5
}
},
)
resp.raise_for_status() # 401/402/429/5xx stop here instead of polling a bad task
task = resp.json()
# 2) Poll until a terminal state (completed / failed / cancelled).
# This model is allowed up to 300s server-side.
deadline = time.time() + 360
while task.get("status") not in ("completed", "failed", "cancelled"):
if time.time() > deadline:
raise TimeoutError(f"still {task.get('status')} — keep the task_uuid and poll later")
time.sleep(3)
poll = requests.get(f"https://www.namifusion.com/api/v1/marketplace/run/tasks/{task['task_uuid']}", headers=HEADERS)
poll.raise_for_status()
task = poll.json()
print(task["status"], task.get("output"))JavaScript
const API_KEY = "YOUR_API_KEY";
const HEADERS = { Authorization: `Bearer ${API_KEY}` };
// 1) Submit
const resp = await fetch("https://www.namifusion.com/api/v1/marketplace/run/doubao/seedream-4.5/image-to-image-sequential", {
method: "POST",
headers: { ...HEADERS, "Content-Type": "application/json" },
body: JSON.stringify({
"input": {
"images": [
"https://assets-public.namifusion.com/uploads/images/2026-04-21/8acf3c5d1883.png"
],
"prompt": "A serene mountain landscape with a clear blue sky, featuring a lone hiker standing on a rocky cliff, surrounded by lush greenery and distant snow-capped peaks. Please generate a set of 5 images.",
"size": "4K",
"aspect_ratio": "16:9",
"max_images": 5
}
}),
});
if (!resp.ok) throw new Error(`submit failed: ${resp.status} ${await resp.text()}`);
let task = await resp.json();
// 2) Poll until a terminal state (completed / failed / cancelled).
// This model is allowed up to 300s server-side.
const deadline = Date.now() + 360 * 1000;
while (!["completed", "failed", "cancelled"].includes(task.status)) {
if (Date.now() > deadline) throw new Error(`still ${task.status} — keep the task_uuid and poll later`);
await new Promise((r) => setTimeout(r, 3000));
const poll = await fetch(`https://www.namifusion.com/api/v1/marketplace/run/tasks/${task.task_uuid}`, { headers: HEADERS });
if (!poll.ok) throw new Error(`poll failed: ${poll.status}`);
task = await poll.json();
}
console.log(task.status, task.output);Documentation
Seedream 4.5 Edit Sequential
Advanced multi-image editing with identity preservation
Seedream 4.5 Edit Sequential is a cutting-edge text-to-image model designed for multi-image editing tasks. It ensures character and object identity consistency across all outputs, making it ideal for campaigns, product sets, and character line-ups. With support for resolutions up to 4K, no cold starts, and affordable pricing, this model delivers professional-grade results with ease.
🚀 Key Features
- Multi-image subject tracking: Automatically detects and tracks the main subject across all input images, ensuring consistent edits.
- Identity preservation: Locks facial structure, proportions, and object identity for continuity across outputs.
- High reference fidelity: Maintains lighting, color balance, and visual details while applying edits.
- Controlled batch edits: Apply a single prompt to transform an entire set of images consistently.
- 4K-ready resolution: Supports output sizes up to 8192 × 8192 pixels for high-quality results.
- Production-grade quality: Generates sharp, artifact-free images suitable for professional workflows.
🛠️ Technical Specifications
| Specification | Description |
|---|---|
| Model ID | bytedance/seedream-v4.5/edit-sequential |
| Task Type | Text-to-image |
| Input Formats | Images (array, max 10), Prompt (string) |
| Output Formats | Images (PNG, JPEG, etc.) |
| Resolution | 512 × 512 to 8192 × 8192 pixels |
| Max Images | Up to 15 edited outputs per batch |
| Base Price | $0.04 per image |
Sample Prompts
Change outfit to a black suit, add soft studio lighting, keep poses and background the same.Apply a winter theme with snow ambience, keep subject identity intact.
💰 Pricing
| Max Images | Total Price |
|---|---|
| 1 | $0.04 |
| 4 | $0.16 |
| 8 | $0.32 |
Pricing is calculated per output image based on the number of images requested.
💡 Best Use Cases
- Batch portrait editing: Apply a fixed style or look across multiple portraits.
- Product series editing: Ensure a coherent visual identity for product sets.
- Brand campaigns: Create consistent visuals for advertisements featuring the same model or product.
- Character design: Generate variations in outfits, moods, or lighting while preserving identity.
- E-commerce catalogs: Refresh seasonal product images with uniform edits.
🔗 Related Models
- Seedream V4: High-resolution text-to-image generator for creating new scenes in the Seedream aesthetic.
- Nano Banana Pro: Ultra-fast text-to-image model for generating large batches of new images.
- Qwen Image Edit Plus: Single-image editing with strong semantic understanding for one-off or small-batch edits.
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