AI Video Editing & Generation

Building an AI-driven workflow for my content pipeline is the next step. The system must automatically cut and splice raw footage, apply colour-accurate corrections, and drop in context-aware special effects, then go a step further by generating entirely new video clips and still images from text or style prompts.

Here’s what I want the tool to handle for me:
• AI video editing
• AI video generation
• AI image generation

Preferred tech includes PyTorch or TensorFlow for the modelling work, diffusion or transformer architectures for generation, and FFmpeg for final rendering, yet I’m open to any stack you can justify that still lets me run the solution locally or on my own cloud instance.

Deliverables
1. A script or lightweight application (CLI or basic GUI) that performs the three tasks above.
2. Fully documented source code and setup instructions.
3. A short demo showcasing automated cutting, effect layering, and colour correction on a 60-second 1080p clip.

Acceptance criteria: the demo clip processes end-to-end in under five minutes on an RTX 3090 and the generated visuals look coherent without manual fixes.

Tell me how you plan to approach model selection, training or fine-tuning, and timeline, and we can get started right away.