🎬 SD1.5 Flexible I2V Generator
Generate image-to-video sequences with flexible batch processing and temporal consistency!
Key Features:
- 🎯 Flexible Batch Sizes: Generate 1, 2, 3+ frames at a time
- 🔄 Motion-Aware Processing: Adapts based on detected motion
- 🎨 Temporal Consistency: Smooth transitions between frames
- 📈 Variable Patterns: Dynamic batch sizing patterns
4 32
1 4
0.3 0.9
3 15
10 50
6 40
Pattern Examples:
1,2,3,2,1- Start slow, ramp up, slow down2,2,2,2- Consistent 2-frame batches1,3,1,3- Alternating single and triple
0.3 0.9
3 15
10 50
🎯 Good Prompts for I2V:
a peaceful lake with gentle ripples, soft sunlight, cinematica cat slowly walking through a garden, smooth movementcamera slowly panning across a mountain landscapea flower blooming in timelapse, natural lightinggentle waves on a beach, golden hour lighting
🛠 Parameter Tips:
- Frames per Batch:
1= Maximum consistency, slower generation2-3= Balanced quality and speed4+= Faster but less consistent
- Strength:
0.6-0.7= Subtle changes0.7-0.8= Moderate animation0.8-0.9= More dramatic changes
- Batch Patterns:
- Use
1,2,3,2,1for organic acceleration/deceleration - Use consistent values like
2,2,2for steady pacing
- Use
🚀 Innovation Highlights:
This app demonstrates flexible batch processing for I2V generation:
- Generate multiple frames simultaneously with
frames_per_batch - Motion-aware strength adaptation based on optical flow
- Temporal consistency through intelligent frame blending
- Variable stepping patterns for dynamic control
Built with SD1.5 img2img pipeline + custom temporal processing!