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image-to-video

image-to-video

Kling 1.6 I2V Pro

kwaivgi/kling-v1.6-i2v-pro

Kling v1.6 i2v Pro boosts image-to-video output 195% over Kling 1.5 with improved prompt understanding, physics and visual effects for realistic output. Ready-to-use REST inference API, no coldstarts, affordable pricing.

Hint: You can drag and drop a file or click to upload

Hint: You can drag and drop a file or click to upload

Idle

Your request will cost $0.45 per run.

For $10 you can run this model approximately 22 times.

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README

Kling v1.6 I2V Pro — kwaivgi/kling-v1.6-i2v-pro

Kling v1.6 I2V Pro is an image-to-video (I2V) model that turns a reference image into a short, coherent video clip driven by your prompt. It’s designed for stable motion, strong subject consistency, and cinematic camera control, making it a solid choice for product shots, character shots, and ad-style sequences.

What it’s good at

  • Image-to-Video (I2V): animate a single input image into a short clip
  • Prompt-driven motion: control action, pacing, and camera movement via text
  • Subject consistency: keep the main subject recognizable across frames
  • Cinematic framing: works well with “director-style” prompts (shots, lenses, camera moves)

Inputs

  • Prompt (required): describe subject, motion, environment, lighting, and camera
  • Negative prompt (optional): specify what to avoid (e.g., blur, jitter, distortion)
  • Image (required): the starting reference image
  • End image (optional): guide the clip to land closer to a target final frame

Key parameters

  • Duration: 5s (and other supported durations depending on the deployment)

  • Guidance scale: controls how strictly the generation follows the prompt

    • Lower: more natural/loose motion
    • Higher: stronger prompt adherence (can reduce naturalness if pushed too high)

Prompting tips (I2V)

  • Write like a director: Subject + Action + Scene + Camera + Style
  • Add motion verbs and pacing words: turns, steps forward, spins, slowly, rapidly
  • Specify the camera: close-up, wide shot, dolly-in, orbit, handheld, slow pan
  • Use the end image when you need a clear “arrival” (pose change, composition shift, scene progression)
  • Keep negative prompts practical: blurry, jittery, flicker, distorted, low quality, inconsistent motion

Common use cases

  • Ad creatives: animate a product/portrait image into multiple short variants fast
  • Character motion tests: generate subtle facial/body motion and camera movement
  • Scene continuation: use an end image to guide story progression within a short clip
  • Style exploration: try different cinematography directions without re-shooting assets

Pricing

ModeDurationPrice per video
I2V Pro5s$0.45