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Guide

Image To Video Prompts: Copy-Paste AI Image Prompt Library

By the FluxNote Editorial Team · Last updated: May 6, 2026

Quick Answer

A good image-to-video prompt specifies motion details, maintains visual consistency, and uses model-specific strengths. Include time indicators ("blinking for 2 seconds"), camera movements ("slow zoom-in"), and style anchors ("consistent watercolor texture"). Test with FLUX.2 Pro for photorealism or GPT Image 1.5 for precise action sequences.

Full Guide

Quick-Start Formula

  1. 1Base Image Description
  2. 2Motion Verbs (pan, dissolve, zoom)
  3. 3Timing Cues (3-second hold)
  4. 4Style Lock ("maintain matte painting style")

Prompt Categories

  • Cinematic Transitions: "Dolly zoom from cyberpunk cityscape to neon sign details, 4 seconds, FLUX.2 Pro"
  • Character Animations: "Wizard casting spell with 2-second hand gesture loop, GPT Image 1.5"
  • Environmental Effects: "Time-lapse of sunset over desert with moving shadows, 5 sec, Ideogram 3.0"

Model-Specific Notes

FLUX.2 Pro: Add "--keep 0.8" for stable features GPT Image 1.5: Use "[5s: closeup of hands typing]" for timed segments Ideogram 3.0: "::1.2::" prefix boosts text legibility

Negative Prompts

"Avoid jump cuts, unnatural limb bending, style inconsistencies"

Example Specs

  1. 1"Water droplet splash in 0.5x slow motion, macro lens, maintain FLUX.2 Pro photorealism"
  2. 2"Anime character blinking sequence (3 frames), Seedream 4.0, pastel lighting"
  3. 3"360° product spin (6 seconds), Nano Banana 2, studio lighting"
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Prompt Pack

  • Cinematic: "Opening shot of spaceship landing (3 seconds), dust settling in 1s, steadycam shake, FLUX.2 Pro --keep 0.7"
  • Product: "Shoe rotating 180° on display stand (4 sec), spotlight tracking, Imagen 4.0 Ultra --style commerce"
  • Anime: "Magical girl transformation (5s), sparkling particles follow body contours, Seedream 3.0 --pastel"
  • Real Estate: "Virtual tour through modern kitchen (8s), smooth parallax on cabinets, FLUX Schnell --motion 3"
  • Instructional: "Step-by-step origami folding (10s total), highlight creases with arrows, GPT Image 1.5"
  • Nature: "Tulip blooming timelapse (6s), morning light progression, HiDream I1 --botanical"
  • Portrait: "Model's hair blowing in wind loop (2s cycle), maintain PuLID face identity --cinematic"
  • Typography: "Animated neon sign spelling 'OPEN' (3s), Ideogram 3.0 ::1.3::"
  • Drone: "Mountain valley flythrough (7s), dawn mist layers, FLUX.2 Max --aerial"
  • Abstract: "Kaleidoscope pattern morph (4s), liquid metal texture, Kontext Pro --trippy"
  • Food: "Steam rising from coffee cup (1.5s loop), macro focus shift, GPT Image 1.5"
  • Workout: "Yoga flow sequence (9s), smooth transitions between poses, Imagen 4.0 --mirror"
  • Historical: "Ancient scroll unrolling (5s), parchment aging effect, Nano Banana 2"
  • Sport: "Basketball three-point shot replay (3s), ball trail effect, Seedream 4.0"
  • Fashion: "Fabric draping simulation (6s), silk material physics, FLUX.2 Pro"
  • Medical: "Red blood cell movement (2s loop), scientific accuracy, GPT Image 1.5"
  • Gaming: "Character selection screen rotation (4s), UI elements intact, HiDream I1"
  • Horror: "Candle flickering in dark corridor (3s), gradual monster reveal, FLUX.2 Max"
  • Comedy: "Slapstick pie-throwing sequence (5s), exaggerated motion, Nano Banana 2"
  • Documentary: "Polar bear swimming underwater (8s), FLUX.2 Pro --wildlife"
  • Wedding: "Ring exchange close-up (3s), slow-motion focus pull, Imagen 4.0 Ultra"
  • Art: "Van Gogh Starry Night clouds animating (7s), brushstroke consistency, Kontext Max"
  • Tech: "Circuit board power flow (4s), glowing trace paths, GPT Image 1.5"
  • Weather: "Lightning storm time-compressed (6s), FLUX Schnell --meteorology"
  • Pet: "Cat stretching slow-mo (2s), fur detail maintained, PuLID --animal"
  • Fairy Tale: "Storybook page turning to reveal castle (5s), watercolor coherence, Seedream 3.0"
  • Industrial: "Conveyor belt packaging loop (3s), FLUX.2 Pro --manufacturing"
  • Music: "Vinyl record spinning with light refraction (4s), HiDream I1 --retro"
  • Travel: "Train window view changing landscapes (10s), FLUX.2 Max --transit"
  • Sci-Fi: "Hologram interface building sequence (5s), Ideogram 3.0 --tech"

Comparison

modelscorebestForlimitation
FLUX.2 Pro9/10Realistic physics simulationsHigher credit cost (18 per gen)
GPT Image 1.58/10Precise timed actionsWeaker style consistency
Ideogram 3.07.5/10Text-heavy animationsLimited dynamic range
HiDream I16.5/10Budget anime motionsSimpler textures

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