alibaba/wan-2.2-5b-lora/image-to-video18크레딧부터 /회· 이미지로 영상 만들기Wan 2.2 5B LoRA는 Alibaba의 오픈 모델 TI2V-5B를 텍스트→영상과 이미지→영상에서 요청당 직접 만든 LoRA 파일 최대 3개와 함께 돌립니다. 모든 요청은 균일가로 5초 720p 클립 하나를 돌려줍니다. 14B Wan 2.2 LoRA 패밀리와는 다른 모델이라 5B 기본 모델용으로 학습한 LoRA가 필요하며, 아무것도 필터링하지 않습니다.
POST /jobs/createTask에서 모델 이름을 alibaba/wan-2.2-5b-lora/image-to-video(으)로 지정하면 호출할 수 있습니다. 18크레딧/회부터(US$0.18). 새 계정에는 30크레딧이 지급되니 Playground에서 먼저 무료로 써 보세요.
- 동영상 만들기
- 이미지로 영상 만들기
- 내 LoRA 불러오기
alibaba/wan-2.2-5b-lora/image-to-videoPOST https://api.popnow.ai/api/v1/jobs/createTask# 1. Create the task. Keep the Idempotency-Key if you retry after a network error.
export IDEMPOTENCY_KEY="$(uuidgen)"
curl -X POST https://api.popnow.ai/api/v1/jobs/createTask \
-H "Authorization: Bearer $POPNOW_API_KEY" \
-H "Content-Type: application/json" \
-H "Idempotency-Key: $IDEMPOTENCY_KEY" \
-d '{
"model": "alibaba/wan-2.2-5b-lora/image-to-video",
"input": {
"prompt": "A slow aerial shot drifting over a misty pine forest at sunrise",
"image_url": "https://media.popnow.ai/influencer/examples/marco.webp"
}
}'
# 2. Copy data.taskId from the response, then poll until state is succeeded, failed, canceled or expired.
TASK_ID="TASK_ID_FROM_RESPONSE"
curl "https://api.popnow.ai/api/v1/jobs/recordInfo?taskId=$TASK_ID" \
-H "Authorization: Bearer $POPNOW_API_KEY"// Node 18+ (or any runtime with fetch). Keep the API key on your server.
const BASE = "https://api.popnow.ai/api/v1";
const headers = { Authorization: `Bearer ${process.env.POPNOW_API_KEY}` };
const sleep = (ms) => new Promise((r) => setTimeout(r, ms));
async function call(path, init = {}) {
const res = await fetch(BASE + path, { ...init, headers: { ...headers, ...init.headers } });
const body = await res.json();
if (body.code !== 200) throw new Error(`${body.code} ${body.msg}`);
return body.data;
}
const { taskId } = await call("/jobs/createTask", {
method: "POST",
headers: { "Content-Type": "application/json", "Idempotency-Key": crypto.randomUUID() },
body: JSON.stringify({
"model": "alibaba/wan-2.2-5b-lora/image-to-video",
"input": {
"prompt": "A slow aerial shot drifting over a misty pine forest at sunrise",
"image_url": "https://media.popnow.ai/influencer/examples/marco.webp"
}
}),
});
// Poll with backoff. A finished task may still be copying files: wait while an asset is pending.
let task;
for (let delay = 2000; ; delay = Math.min(delay * 1.5, 15000)) {
await sleep(delay);
task = await call(`/jobs/recordInfo?taskId=${taskId}`);
const copying = (task.output?.assets ?? []).some((a) => a.pending && !a.unavailable);
if (["succeeded", "failed", "canceled", "expired"].includes(task.state) && !copying) break;
}
if (task.state !== "succeeded") throw new Error(`${task.state}: ${task.errorMessage ?? "no detail"}`);
// Each asset has a signed url (no API key needed) that expires at expiresAt: save the file.
for (const asset of task.output.assets) console.log(asset.url);import os, time, uuid, requests
BASE = "https://api.popnow.ai/api/v1"
HEADERS = {"Authorization": f"Bearer {os.environ['POPNOW_API_KEY']}"}
def call(method, path, **kwargs):
body = requests.request(method, BASE + path, headers={**HEADERS, **kwargs.pop("headers", {})}, timeout=30, **kwargs).json()
if body["code"] != 200:
raise RuntimeError(f'{body["code"]} {body["msg"]}')
return body["data"]
task_id = call(
"POST",
"/jobs/createTask",
headers={"Idempotency-Key": str(uuid.uuid4())}, # reuse it if you retry
json={
"model": "alibaba/wan-2.2-5b-lora/image-to-video",
"input": {
"prompt": "A slow aerial shot drifting over a misty pine forest at sunrise",
"image_url": "https://media.popnow.ai/influencer/examples/marco.webp"
}
},
)["taskId"]
# Poll with backoff. A finished task may still be copying files: wait while an asset is pending.
delay = 2.0
while True:
time.sleep(delay)
task = call("GET", "/jobs/recordInfo", params={"taskId": task_id})
assets = (task.get("output") or {}).get("assets") or []
copying = any(a.get("pending") and not a.get("unavailable") for a in assets)
if task["state"] in ("succeeded", "failed", "canceled", "expired") and not copying:
break
delay = min(delay * 1.5, 15.0)
if task["state"] != "succeeded":
raise RuntimeError(f'{task["state"]}: {task.get("errorMessage", "no detail")}')
# Each asset has a signed url (no API key needed) that expires at expiresAt: save the file.
for asset in assets:
print(asset["url"])input은 아래 스키마로 만들었기 때문에 그대로 검증을 통과합니다. 프롬프트와 링크만 내 것으로 바꾸세요.
가격
| 옵션 | 크레딧 /회 | ≈ USD |
|---|---|---|
| 기본 | 18 | US$0.18 |
1크레딧 = $0.01 · 모든 옵션과 가격: GET /models/alibaba/wan-2.2-5b-lora/image-to-video
파라미터
이 필드들은 모든 요청을 검사할 때 쓰는 것과 같은 스키마에서 나옵니다. 목록에 없는 필드는 거부됩니다.
promptstring필수Describe what happens after the opening frame and how the camera moves.
image_urlstring필수출발점이 되는 이미지.
lorasarray<object>선택내 LoRA 파일을 불러와 스타일이나 캐릭터를 고정합니다.
내부 필드
loras[].pathstring필수Direct URL of a LoRA weights file.
loras[].scalenumber필수Weight strength from zero to four.
seedinteger선택같은 숫자를 쓰면 같은 결과를 다시 얻을 수 있습니다.
원본 JSON 스키마
{
"additionalProperties": false,
"properties": {
"image_url": {
"contentMediaType": [
"image/jpeg",
"image/png",
"image/webp",
"image/gif"
],
"description": "Opening frame. The clip starts from this image and keeps its aspect ratio.",
"format": "uri",
"minLength": 1,
"type": "string"
},
"loras": {
"default": [],
"description": "Up to three LoRA weight files trained for Wan 2.2 TI2V-5B, each with its own strength.",
"items": {
"additionalProperties": false,
"properties": {
"path": {
"contentMediaType": [
"application/octet-stream"
],
"description": "Direct URL of a LoRA weights file.",
"format": "uri",
"minLength": 1,
"type": "string"
},
"scale": {
"default": 1,
"description": "Weight strength from zero to four.",
"maximum": 4,
"minimum": 0,
"type": "number"
}
},
"required": [
"path",
"scale"
],
"type": "object"
},
"maxItems": 3,
"type": "array"
},
"prompt": {
"description": "Describe what happens after the opening frame and how the camera moves.",
"minLength": 1,
"type": "string"
},
"seed": {
"description": "Random seed for controlled comparisons, not a frame-identical guarantee.",
"maximum": 2147483647,
"minimum": 0,
"type": "integer"
}
},
"required": [
"prompt",
"image_url"
],
"type": "object"
}응답, 폴링, 콜백
모든 모델은 같은 방식으로 동작합니다. 작업을 만들고, 폴링하거나 콜백을 기다리세요.
먼저 견적 받기
curl -X POST https://api.popnow.ai/api/v1/jobs/quote \
-H "Authorization: Bearer $POPNOW_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "alibaba/wan-2.2-5b-lora/image-to-video",
"input": {
"prompt": "A slow aerial shot drifting over a misty pine forest at sunrise",
"image_url": "https://media.popnow.ai/influencer/examples/marco.webp"
}
}'본문은 createTask와 같습니다. 예상 청구액과 최대 청구액을 돌려주며, 아무것도 실행하지 않습니다.
접수됨
HTTP/1.1 202 Accepted
{
"code": 200,
"msg": "success",
"data": {
"taskId": "task_01k3m8x9q2z4v7n5p6r8s0t1w3",
"state": "queued"
},
"request_id": "req_example_create"
}HTTP 202는 작업이 접수되었고 크레딧이 보류만 되었을 뿐 아직 차감되지 않았다는 뜻입니다. 최종 청구액은 보류액을 넘지 않습니다.
상태 확인
curl "https://api.popnow.ai/api/v1/jobs/recordInfo?taskId=$TASK_ID" \
-H "Authorization: Bearer $POPNOW_API_KEY"간격을 조금씩 늘리며 몇 초마다 확인하고, state가 succeeded, failed, canceled, expired 중 하나가 되면 멈추세요.
완료된 작업
{
"code": 200,
"msg": "success",
"data": {
"taskId": "task_01k3m8x9q2z4v7n5p6r8s0t1w3",
"model": "alibaba/wan-2.2-5b-lora/image-to-video",
"state": "succeeded",
"output": {
"assets": [
{
"url": "https://cdn.popnow.ai/tasks/task_01k3m8x9q2z4v7n5p6r8s0t1w3/output.mp4?signature=FROM_RESPONSE",
"expiresAt": "2026-10-17T12:20:00Z",
"mime": "video/mp4",
"width": 1280,
"height": 720,
"durationSeconds": 5
}
]
},
"settled": true
},
"request_id": "req_example_record"
}expiresAt 전에 url에서 내려받으세요. 나중에 새 링크가 필요하면 POST /common/download-url을 호출하세요.
콜백 검증하기
import { createHash, createHmac, timingSafeEqual } from "node:crypto";
import express from "express";
const app = express();
// express.raw keeps the exact bytes that were signed; express.json would not match.
app.post("/hooks/popnow", express.raw({ type: "application/json" }), (req, res) => {
const timestamp = req.header("X-Webhook-Timestamp");
const signature = req.header("X-Webhook-Signature") ?? "";
const body = JSON.parse(req.body.toString("utf8"));
const taskId = body.data?.taskId ?? body.task_id;
const digest = createHash("sha256").update(req.body).digest("hex");
const expected = createHmac("sha256", process.env.POPNOW_WEBHOOK_SECRET)
.update(`${taskId}.${timestamp}.${digest}`)
.digest("base64");
const ok = expected.length === signature.length && timingSafeEqual(Buffer.from(expected), Buffer.from(signature));
// Check the signature first, then reject anything older than five minutes.
if (!ok || Math.abs(Date.now() / 1000 - Number(timestamp)) > 300) return res.status(401).end();
res.status(200).end(); // answer fast, then fetch the task and store its files
});callBackUrl을 설정하면 완료된 작업을 보내 드립니다. 믿기 전에 원본 요청 본문으로 서명을 확인하세요.
로컬 파일 보내기
curl -X POST https://api.popnow.ai/api/v1/common/upload-url \
-H "Authorization: Bearer $POPNOW_API_KEY" \
-H "Content-Type: application/json" \
-d '{"contentType": "image/png", "bytes": 482113}'
# PUT the file bytes to data.uploadUrl with every header in data.headers, then commit it:
curl -X POST https://api.popnow.ai/api/v1/files/$FILE_ID/commit \
-H "Authorization: Bearer $POPNOW_API_KEY"
# The commit returns a popnow://f/... reference. Put it in any image, video or
# audio field of the task input instead of a public https URL.공개 https 링크는 그대로 쓸 수 있습니다. 로컬 파일은 먼저 upload-url과 commit을 거칩니다.

