Wan 2.2 Image To Image

Wan 2.2 Image To Image

Playground

WAN 2.2 (14B) is an image-to-image model for high-resolution photorealistic image editing with exceptional precision and fidelity. Ready-to-use REST inference API, best performance, no coldstarts, affordable pricing.

Features

Wan 2.2 Image-to-Image is a versatile image transformation model that modifies existing images based on text prompts. Convert photos to different styles, apply artistic effects, or reimagine scenes while preserving the original composition and structure.

Why It Stands Out

• Style transformation: Convert images to different artistic styles like anime, oil painting, or photorealistic renders.
• Prompt-guided editing: Describe the changes you want and watch the image transform.
• Prompt Enhancer: Built-in AI-powered prompt optimization for better transformation results.
• Strength control: Fine-tune how much the original image is preserved versus transformed.
• Flexible resolution: Customize width and height for your desired output size.
• Multiple output formats: Export as JPEG, PNG, or other formats.
• Reproducibility: Use the seed parameter to recreate exact results.

Parameters

How to Use

1. Upload your source image — drag and drop a file or paste a public URL.
2. Write a prompt describing the transformation you want. Use the Prompt Enhancer for AI-assisted optimization.
3. Adjust strength — lower values (0.2–0.4) preserve more of the original; higher values (0.6–0.9) allow more dramatic changes.
4. Set dimensions — adjust width and height as needed.
5. Click Run and download your transformed image.

Best Use Cases

• Style Transfer — Convert photos to anime, watercolor, sketch, or other artistic styles.
• Photo Enhancement — Apply cinematic lighting, color grading, or atmospheric effects.
• Creative Reimagining — Transform scenes into different seasons, times of day, or moods.
• Content Creation — Generate stylized versions of images for social media and marketing.
• Concept Art — Quickly explore visual variations of reference images.

Pricing

Pro Tips for Best Quality

• Use lower strength (0.3–0.5) to preserve more details from the original image.
• Use higher strength (0.6–0.8) for dramatic style changes like photo-to-anime conversion.
• Be specific in your prompt — describe the style, lighting, colors, and mood you want.
• Start with default strength and adjust based on results.
• Fix the seed when iterating to compare different prompt variations.

Notes

• Ensure uploaded image URLs are publicly accessible.
• Processing time varies based on resolution and current queue load.
• Please ensure your prompts comply with content guidelines.

Authentication

For authentication details, please refer to the Authentication Guide.

API Endpoints

Submit Task & Query Result

set -euo pipefail

export WAVESPEED_API_KEY="your-api-key"

REQUEST_BODY=$(cat <<'JSON'
{
  "prompt": "A cinematic ocean wave at sunrise, highly detailed",
  "image": "https://interactive-examples.mdn.mozilla.net/media/cc0-images/painted-hand-298-332.jpg",
  "strength": 0.6,
  "size": "1024*1024",
  "seed": -1,
  "output_format": "jpeg"
}
JSON
)

# 1. Submit the prediction.
SUBMIT_RESPONSE=$(curl --silent --show-error --fail-with-body \
  -X POST "https://api.wavespeed.ai/api/v3/wavespeed-ai/wan-2.2/image-to-image" \
  -H "Authorization: Bearer ${WAVESPEED_API_KEY}" \
  -H "Content-Type: application/json" \
  -d "${REQUEST_BODY}")

TASK=$(printf '%s' "${SUBMIT_RESPONSE}" | jq 'if type == "object" and has("data") then .data else . end')
PREDICTION_ID=$(printf '%s' "${TASK}" | jq -r '.id // empty')
if [ -z "${PREDICTION_ID}" ]; then
  printf 'Submission response did not contain a prediction id
' >&2
  exit 1
fi
RESULT_URL=$(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' "${RESPONSE}" | jq 'if type == "object" and has("data") then .data else . end')
  STATUS=$(printf '%s' "${RESULT}" | jq -r '.status // empty')

  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

Parameters

Task Submission Parameters

Request Parameters

Response Parameters

Result Request Parameters

Result Response Parameters