Hailuo 2.3 i2v Pro API by MiniMax
Premium image-to-video model designed for detailed scene evolution, character continuity and high-fidelity animation.
Inmatning
Utmatning
VilandeVarje körning kostar $0.49. För $10 kan du köra cirka 20 gånger.
Du kan fortsätta med:
Kodexempel
import requests
import time
# Step 1: Start video generation
generate_url = "https://api.atlascloud.ai/api/v1/model/generateVideo"
headers = {
"Content-Type": "application/json",
"Authorization": "Bearer $ATLASCLOUD_API_KEY"
}
data = {
"model": "minimax/hailuo-2.3/i2v-pro",
"prompt": "A beautiful sunset over the ocean with gentle waves",
"width": 512,
"height": 512,
"duration": 3,
"fps": 24,
}
generate_response = requests.post(generate_url, headers=headers, json=data)
generate_result = generate_response.json()
prediction_id = generate_result["data"]["id"]
# Step 2: Poll for result
poll_url = f"https://api.atlascloud.ai/api/v1/model/prediction/{prediction_id}"
def check_status():
while True:
response = requests.get(poll_url, headers={"Authorization": "Bearer $ATLASCLOUD_API_KEY"})
result = response.json()
if result["data"]["status"] in ["completed", "succeeded"]:
print("Generated video:", result["data"]["outputs"][0])
return result["data"]["outputs"][0]
elif result["data"]["status"] == "failed":
raise Exception(result["data"]["error"] or "Generation failed")
else:
# Still processing, wait 2 seconds
time.sleep(2)
video_url = check_status()Installera
Installera det nödvändiga paketet för ditt programmeringsspråk.
pip install requestsAutentisering
Alla API-förfrågningar kräver autentisering via en API key. Du kan hämta din API key från Atlas Cloud-instrumentpanelen.
export ATLASCLOUD_API_KEY="your-api-key-here"HTTP Headers
import os
API_KEY = os.environ.get("ATLASCLOUD_API_KEY")
headers = {
"Content-Type": "application/json",
"Authorization": f"Bearer {API_KEY}"
}Exponera aldrig din API key i klientkod eller publika arkiv. Använd miljövariabler eller en backend-proxy istället.
Skicka en förfrågan
import requests
url = "https://api.atlascloud.ai/api/v1/model/generateVideo"
headers = {
"Content-Type": "application/json",
"Authorization": "Bearer $ATLASCLOUD_API_KEY"
}
data = {
"model": "your-model",
"prompt": "A beautiful landscape"
}
response = requests.post(url, headers=headers, json=data)
print(response.json())Skicka en förfrågan
Skicka en asynkron genereringsförfrågan. API:et returnerar ett prediction ID som du kan använda för att kontrollera statusen och hämta resultatet.
/api/v1/model/generateVideoFörfrågningsinnehåll
import requests
url = "https://api.atlascloud.ai/api/v1/model/generateVideo"
headers = {
"Content-Type": "application/json",
"Authorization": "Bearer $ATLASCLOUD_API_KEY"
}
data = {
"model": "minimax/hailuo-2.3/i2v-pro",
"input": {
"prompt": "A beautiful sunset over the ocean with gentle waves"
}
}
response = requests.post(url, headers=headers, json=data)
result = response.json()
print(f"Prediction ID: {result['id']}")
print(f"Status: {result['status']}")Svar
{
"id": "pred_abc123",
"status": "processing",
"model": "model-name",
"created_at": "2025-01-01T00:00:00Z"
}Kontrollera status
Polla prediction-endpointen för att kontrollera den aktuella statusen för din förfrågan.
/api/v1/model/prediction/{prediction_id}Polling-exempel
import requests
import time
prediction_id = "pred_abc123"
url = f"https://api.atlascloud.ai/api/v1/model/prediction/{prediction_id}"
headers = { "Authorization": "Bearer $ATLASCLOUD_API_KEY" }
while True:
response = requests.get(url, headers=headers)
result = response.json()
status = result["data"]["status"]
print(f"Status: {status}")
if status in ["completed", "succeeded"]:
output_url = result["data"]["outputs"][0]
print(f"Output URL: {output_url}")
break
elif status == "failed":
print(f"Error: {result['data'].get('error', 'Unknown')}")
break
time.sleep(3)Statusvärden
processingFörfrågan bearbetas fortfarande.completedGenereringen är klar. Utdata är tillgängliga.succeededGenereringen lyckades. Utdata är tillgängliga.failedGenereringen misslyckades. Kontrollera error-fältet.Slutfört svar
{
"data": {
"id": "pred_abc123",
"status": "completed",
"outputs": [
"https://storage.atlascloud.ai/outputs/result.mp4"
],
"metrics": {
"predict_time": 45.2
},
"created_at": "2025-01-01T00:00:00Z",
"completed_at": "2025-01-01T00:00:10Z"
}
}Ladda upp filer
Ladda upp filer till Atlas Cloud-lagring och få en URL som du kan använda i dina API-förfrågningar. Använd multipart/form-data för uppladdning.
/api/v1/model/uploadMediaUppladdningsexempel
import requests
url = "https://api.atlascloud.ai/api/v1/model/uploadMedia"
headers = { "Authorization": "Bearer $ATLASCLOUD_API_KEY" }
with open("image.png", "rb") as f:
files = {"file": ("image.png", f, "image/png")}
response = requests.post(url, headers=headers, files=files)
result = response.json()
download_url = result["data"]["download_url"]
print(f"File URL: {download_url}")Svar
{
"data": {
"download_url": "https://storage.atlascloud.ai/uploads/abc123/image.png",
"file_name": "image.png",
"content_type": "image/png",
"size": 1024000
}
}Input Schema
Följande parametrar accepteras i förfrågningsinnehållet.
Inga parametrar tillgängliga.
Exempel på förfrågningsinnehåll
{
"model": "minimax/hailuo-2.3/i2v-pro"
}Output Schema
API:et returnerar ett prediction-svar med de genererade utdata-URL:erna.
Exempelsvar
{
"id": "pred_abc123",
"status": "completed",
"model": "model-name",
"outputs": [
"https://storage.atlascloud.ai/outputs/result.mp4"
],
"metrics": {
"predict_time": 45.2
},
"created_at": "2025-01-01T00:00:00Z",
"completed_at": "2025-01-01T00:00:10Z"
}Atlas Cloud Skills
Atlas Cloud Skills integrerar 300+ AI-modeller direkt i din AI-kodassistent. Ett kommando för att installera, sedan använd naturligt språk för att generera bilder, videor och chatta med LLM.
Stödda klienter
Installera
npx skills add AtlasCloudAI/atlas-cloud-skillsKonfigurera API Key
Hämta din API key från Atlas Cloud-instrumentpanelen och ställ in den som en miljövariabel.
export ATLASCLOUD_API_KEY="your-api-key-here"Funktioner
När det är installerat kan du använda naturligt språk i din AI-assistent för att komma åt alla Atlas Cloud-modeller.
MCP Server
Atlas Cloud MCP Server ansluter din IDE med 300+ AI-modeller via Model Context Protocol. Fungerar med alla MCP-kompatibla klienter.
Stödda klienter
Installera
npx -y atlascloud-mcpKonfiguration
Lägg till följande konfiguration i din IDE:s MCP-inställningsfil.
{
"mcpServers": {
"atlascloud": {
"command": "npx",
"args": [
"-y",
"atlascloud-mcp"
],
"env": {
"ATLASCLOUD_API_KEY": "your-api-key-here"
}
}
}
}Tillgängliga verktyg
API Schema
Schema ej tillgängligtLogga in för att visa förfrågningshistorik
Du måste vara inloggad för att få tillgång till din modellförfrågningshistorik.
Logga InMiniMax Hailuo 2.3 — Image-to-Video (I2V) Pro
Hailuo 2.3 Pro represents the pinnacle of MiniMax’s image-to-video generation technology.
It turns static images into cinematic, full-HD 1080p videos with stunning realism, seamless motion, and physics-accurate animation.
Built for creators, studios, and digital storytellers, it combines next-generation motion rendering with precise visual fidelity — all in just 5 seconds per clip.
Why It Looks Great
-
Native 1080p Output – Generates crisp 1080p videos directly from the model (no upscaling), ensuring perfect clarity for big screens and professional use.
-
Advanced Motion Dynamics – Accurately simulates camera motion, object interactions, lighting shifts, and depth transitions.
-
Realistic Physics – Handles subtle natural effects — wind, fabric movement, reflections, and shadows — with organic consistency.
-
Stable Composition – Keeps subject framing, proportions, and color tone stable across all frames.
-
Cinematic Color and Lighting – Fine-tuned tone mapping for film-grade warmth and visual depth.
Limits and Performance
-
Input: one reference image (JPEG / PNG)
-
Optional: text prompt to guide motion or camera style
-
Duration: fixed at 5 seconds
-
Resolution: 1080p
How to Use
-
Upload a reference image to define your scene or subject.
-
( Optional ) Add a text prompt to describe motion, camera angle, or lighting.
Example: “A woman walks through a sunlit market as the camera slowly pans right, dust particles drifting in the air.”
-
Submit your job ( fixed 5 s duration ).
-
Download your cinematic video.
Pro Tips
-
Use camera verbs like “pan,” “zoom,” “follow,” or “orbit” to define motion clearly.
-
Mention lighting mood — soft afternoon light, golden hour, neon reflections — for enhanced aesthetic control.
-
Include emotion or atmosphere in your prompt to guide tone (e.g., serene, tense, romantic).
-
For stable results across iterations, reuse the same seed.
-
Pair your video with music or voiceovers for a complete storytelling experience.
Why Creators Love It
“Nothing else feels as cinematic straight out of the box — it just moves naturally.”
“The motion and lighting look like real camera work. Perfect for film concepts and game trailers.”
“The best image-to-video balance so far — clean details, zero flicker, amazing physics.”
