ExperimentMarch 22, 2025•6 min read
Real-time Video Generation Tests
First attempts at generating coherent video loops using Runway Gen-2. The results are... interesting.
Samira Patel
ML Engineer
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My first experiments with Runway Gen-2 for real-time video generation were a mix of excitement and chaos. Here's what I learned.
The Setup
I used short text prompts to generate looping video clips. The goal: create seamless, coherent loops.
Prompt Example
"A cat chasing its tail in a sunlit room, seamless video loop"Results
- Some clips looped perfectly, others glitched
- Motion consistency is the hardest part
- Lighting and color are easier for the model than physics
"The best results came from simple, repetitive actions—complex scenes broke the illusion."
Samira Patel
ML Engineer
About Samira Patel
ML Engineer. Writing about the intersection of technology and creativity.
