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LTX 2.3 Spicy Image to Video API

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LTX 2.3 Spicy Image-to-Video API generates expressive AI videos from a reference image and prompt. Choose style presets, duration, and resolution with fast REST inference, no cold starts, and affordable pricing on WaveSpeedAI.

image-to-video
Đầu vào

Chờ

$0.1cho mỗi lần chạy·~10 / $1

Tiếp theo:

Ví dụXem tất cả

The young man looks toward the sea, then slowly turns back toward the camera. The wind moves his shirt and hair naturally, waves roll in the background, warm sunset light flickers across the scene. Slow cinematic camera movement, soft emotional motion.

Mô hình liên quan

README

Ltx-2.3-spicy/image-to-video

wavespeed-ai/ltx-2.3-spicy/image-to-video generates short image-to-video clips with a synchronized native audio track. Upload a reference image, provide a prompt, choose the output resolution and duration, and generate an mp4 video with audio.

Why Choose This?

  • Image-to-video with audio Generate short video clips with a synchronized audio track in a single workflow.

  • Prompt-following generation The model follows the prompt directly for motion, scene, and overall output direction.

  • Flexible resolution options Choose 480p, 720p, or 1080p depending on your quality and cost requirements.

  • Short-form video generation Supports clip durations from 3 to 20 seconds.

  • Simple workflow Start from a single reference image and a text prompt to generate a final mp4 output.

Parameters

ParameterRequiredDescription
imageYesReference image. JPG or PNG is recommended; avoid WEBP.
promptYesPositive prompt describing the desired motion and scene.
resolutionNoOutput resolution: 480p, 720p, or 1080p. Default: 480p.
durationNoOutput duration in seconds. Supported range: 3 to 20. Default: 5.
seedNoRandom seed. Use -1 for a random seed. Default: -1.

How to Use

  1. Upload your image — Provide a reference image in JPG or PNG format.
  2. Write your prompt — Describe the motion and scene you want in the output video.
  3. Choose output settings (optional) — Select resolution, duration, and seed as needed.
  4. Submit — Generate the final video with audio.

Pricing

ResolutionPer 5sPer secondMax length
480p$0.10$0.02 / s20 s
720p$0.20$0.04 / s20 s
1080p$0.30$0.06 / s20 s

Billing Rules

  • Minimum charge: 5 seconds. Requests shorter than 5 seconds are billed as 5 seconds.
  • Maximum billed duration: 20 seconds.
  • 720p costs 2x the 480p price.
  • 1080p costs 3x the 480p price.
  • Billing is based on max(5, min(duration, 20)).

Best Use Cases

  • Short cinematic clips — Generate short video scenes with synchronized audio from a single reference image.
  • Prompt-driven scene generation — Create motion, camera feel, and scene progression directly from a text prompt.
  • Stylized visual content — Generate creative or stylized clips with audio in one pipeline.
  • Social media content — Create short-form video content for quick publishing or iteration.
  • Creative prototyping — Test scene ideas, motion directions, and visual concepts from one image.

Pro Tips

  • Use a clear reference image with the main subject clearly visible.
  • Keep the prompt focused on both the scene and the motion.
  • Use 480p for faster and lower-cost testing.
  • Use 720p or 1080p for higher-quality final outputs.
  • Use a fixed seed if you want more reproducible generations.
  • Avoid WEBP input images when possible.

Notes

  • image and prompt are required fields.
  • resolution, duration, and seed are optional.
  • Default resolution is 480p.
  • Default duration is 5.
  • Default seed is -1, which uses a random seed.
  • Audio is generated together with the video; no separate audio input is required.
  • 480p is the fastest tier.
  • Ensure uploaded image URLs are publicly accessible.
  • By using this endpoint, you confirm that you have the right to generate the requested content under your jurisdiction.
Lưu ý:Trang web này sử dụng các mô hình AI do bên thứ ba cung cấp.

Ltx 2.3 Spicy Image To Video API — Quick start

Grab a WaveSpeedAI API key, then call POST https://api.wavespeed.ai/api/v3/wavespeed-ai/ltx-2.3-spicy/image-to-video with your input as JSON. The endpoint returns a prediction id. Start polling the result endpoint around every 2 seconds, increase the interval for long-running tasks, and stop on any terminal status. On completed, read output values from data.outputs. Examples for Ltx 2.3 Spicy Image To Video below.

HTTP example
set -euo pipefail

: "${WAVESPEED_API_KEY:?Set WAVESPEED_API_KEY}"

REQUEST_BODY=$(cat <<'JSON'
{
    "image": "https://interactive-examples.mdn.mozilla.net/media/cc0-images/painted-hand-298-332.jpg",
    "preset": "tuned",
    "resolution": "480p",
    "duration": 5,
    "seed": -1
}
JSON
)

# 1. Submit the prediction.
SUBMIT_RESPONSE=$(curl --silent --show-error --fail-with-body \
  -X POST "https://api.wavespeed.ai/api/v3/wavespeed-ai/ltx-2.3-spicy/image-to-video" \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $WAVESPEED_API_KEY" \
  -d "$REQUEST_BODY")

TASK=$(printf '%s' "$SUBMIT_RESPONSE" | jq 'if has("data") then .data else . end')
PREDICTION_ID=$(printf '%s' "$TASK" | jq -r '.id')
if [ -z "$PREDICTION_ID" ] || [ "$PREDICTION_ID" = "null" ]; then
  printf 'Submission response did not contain a prediction id
' >&2
  exit 1
fi
RESULT_URL=$(printf '%s' "$TASK" | jq -r '.urls.get // empty')
if [ -z "$RESULT_URL" ]; then
  RESULT_URL="https://api.wavespeed.ai/api/v3/predictions/$PREDICTION_ID/result"
fi

# 2. Poll until the prediction finishes.
while true; do
  RESPONSE=$(curl --silent --show-error --fail-with-body "$RESULT_URL" \
    -H "Authorization: Bearer $WAVESPEED_API_KEY")
  RESULT=$(printf '%s' "$RESPONSE" | jq 'if has("data") then .data else . end')
  STATUS=$(printf '%s' "$RESULT" | jq -r '.status')
  case "$STATUS" in
    completed) printf '%s\n' "$RESULT" | jq '.outputs'; break ;;
    failed|cancelled|timeout) printf '%s\n' "$RESULT" | jq . >&2; exit 1 ;;
    created|processing) sleep 2 ;;
    *) printf 'Unexpected status: %s
' "$STATUS" >&2; exit 1 ;;
  esac
done
Node.js example
const submitUrl = "https://api.wavespeed.ai/api/v3/wavespeed-ai/ltx-2.3-spicy/image-to-video";
const apiKey = process.env.WAVESPEED_API_KEY;
if (!apiKey) throw new Error('Set WAVESPEED_API_KEY');

async function requestJson(url, options = {}) {
  const response = await fetch(url, options);
  if (!response.ok) throw new Error(await response.text());
  return response.json();
}

// 1. Submit the prediction.
const body = await requestJson(submitUrl, {
  method: "POST",
  headers: {
    "Authorization": `Bearer ${apiKey}`,
    "Content-Type": "application/json",
  },
  body: JSON.stringify({
        "image": "https://interactive-examples.mdn.mozilla.net/media/cc0-images/painted-hand-298-332.jpg",
        "preset": "tuned",
        "resolution": "480p",
        "duration": 5,
        "seed": -1
}),
});
const task = body.data ?? body;
if (!task.id) throw new Error("Submission response did not contain a prediction id");
const resultUrl = task.urls?.get ||
  `https://api.wavespeed.ai/api/v3/predictions/${task.id}/result`;

// 2. Poll until the prediction finishes.
while (true) {
  const resultBody = await requestJson(resultUrl, {
    headers: { "Authorization": `Bearer ${apiKey}` },
  });
  const result = resultBody.data ?? resultBody;
  if (result.status === "completed") {
    console.log(result.outputs);
    break;
  }
  if (["failed", "cancelled", "timeout"].includes(result.status)) throw new Error(JSON.stringify(result));
  if (!["created", "processing"].includes(result.status)) throw new Error("Unexpected status: " + result.status);
  await new Promise(resolve => setTimeout(resolve, 2000));
}
Python example
import json
import os
import time
from urllib.request import Request, urlopen

api_key = os.environ["WAVESPEED_API_KEY"]
headers = {"Authorization": f"Bearer {api_key}", "Content-Type": "application/json"}
payload = {
    "image": "https://interactive-examples.mdn.mozilla.net/media/cc0-images/painted-hand-298-332.jpg",
    "preset": "tuned",
    "resolution": "480p",
    "duration": 5,
    "seed": -1
}

def request_json(url, data=None):
    request = Request(url, data=data, headers=headers, method="POST" if data else "GET")
    with urlopen(request) as response:
        return json.load(response)

# 1. Submit the prediction.
body = request_json("https://api.wavespeed.ai/api/v3/wavespeed-ai/ltx-2.3-spicy/image-to-video", json.dumps(payload).encode())
task = body.get("data", body)
if not task.get("id"):
    raise RuntimeError("Submission response did not contain a prediction id")
result_url = task.get("urls", {}).get("get") or f"https://api.wavespeed.ai/api/v3/predictions/{task['id']}/result"

# 2. Poll until the prediction finishes.
while True:
    result_body = request_json(result_url)
    result = result_body.get("data", result_body)
    status = result.get("status")
    if status == "completed":
        print(result.get("outputs", []))
        break
    if status in {"failed", "cancelled", "timeout"}:
        raise RuntimeError(result)
    if status not in {"created", "processing"}:
        raise RuntimeError(f"Unexpected status: {status}")
    time.sleep(2)

Ltx 2.3 Spicy Image To Video API — Frequently asked questions

What is the Ltx 2.3 Spicy Image To Video API?

Ltx 2.3 Spicy Image To Video is a WaveSpeedAI model for video generation from images, exposed as a REST API on WaveSpeedAI. LTX 2.3 Spicy Image-to-Video API generates expressive AI videos from a reference image and prompt. Choose style presets, duration, and resolution with fast REST inference, no cold starts, and affordable pricing on WaveSpeedAI. You can call it programmatically or try it from the playground above.

How do I call the Ltx 2.3 Spicy Image To Video API?

POST your input parameters to the model's REST endpoint (shown in the API tab of this playground) with your WaveSpeedAI API key in the Authorization header. Submission returns a prediction ID. Poll the result endpoint starting around every 2 seconds, increase the interval for long-running tasks, and stop on any terminal status. The playground generates production-oriented Python, JavaScript, and cURL examples with timeouts, transient-error handling, and safe GET retries. Full request/response shape is documented at https://wavespeed.ai/docs/docs-api/wavespeed-ai/ltx-2.3-spicy-image-to-video.

How much does Ltx 2.3 Spicy Image To Video cost per run?

Ltx 2.3 Spicy Image To Video starts at $0.10 per run. That figure is the base price — the final charge scales with the parameters you set in the form (output size, length, count, references, or whatever knobs this model exposes), so a higher-quality or larger output costs more than a minimal one. The exact cost for your current input is shown live next to the Generate button before you submit, and the actual per-call charge is recorded on the prediction afterwards.

What inputs does Ltx 2.3 Spicy Image To Video accept?

Key inputs: `prompt`, `image`, `resolution`, `duration`, `seed`, `preset`. The full JSON schema (types, defaults, allowed values) is rendered above the Generate button and mirrored in the API reference at https://wavespeed.ai/docs/docs-api/wavespeed-ai/ltx-2.3-spicy-image-to-video.

How long does Ltx 2.3 Spicy Image To Video take to generate?

Median end-to-end generation time on WaveSpeedAI is around 38 seconds per request, based on recent successful runs. Queue time varies with global demand; live status is visible in the prediction record.

Can I use Ltx 2.3 Spicy Image To Video outputs commercially?

Commercial usage rights depend on the model's license, set by its provider (WaveSpeedAI). The license summary appears on the model card above; see WaveSpeedAI's Terms of Service for platform-level conditions.

LTX 2.3 Spicy Image to Video API | WaveSpeedAI