AI Integrated Rotoscoping and Object Tracking Workflow Guide

AI-Assisted Rotoscoping and Object Tracking Workflow

1. Project Initialization

1.1 Define Project Scope

Establish the objectives, timelines, and deliverables for the animation or motion graphics project.

1.2 Select AI Tools

Research and choose appropriate AI-driven tools for rotoscoping and object tracking. Examples include:

• Adobe After Effects with Roto Brush 2: Utilizes AI to streamline the rotoscoping process.
• Runway ML: Provides advanced AI tools for real-time object tracking and video editing.
• Nuke by Foundry: Offers AI-assisted features for compositing and rotoscoping.

2. Pre-Production

2.1 Asset Collection

Gather all necessary video footage and reference materials for the project.

2.2 Storyboarding

Create a storyboard outlining the animation sequences and key frames to guide the rotoscoping process.

3. AI-Assisted Rotoscoping

3.1 Initial Frame Analysis

Use AI tools to analyze the initial frames of the footage, identifying key subjects for rotoscoping.

3.2 Automated Rotoscoping

Implement the selected AI tool to automate the rotoscoping process, allowing for faster extraction of objects from the background.

3.3 Manual Adjustments

Review and refine the AI-generated masks, making manual adjustments where necessary to ensure accuracy.

4. Object Tracking

4.1 Set Tracking Points

Define the points on the objects that need to be tracked throughout the sequence.

4.2 Apply AI Tracking Algorithms

Utilize AI-driven tracking features in tools like Adobe After Effects or Mocha Pro to maintain consistent tracking across frames.

4.3 Quality Control

Perform a thorough review of the tracking data, correcting any discrepancies or errors detected by the AI.

5. Post-Production

5.1 Composite Layers

Merge the rotoscoped elements with the background footage, ensuring seamless integration.

5.2 Final Edits and Effects

Add any final visual effects, color grading, or additional animations to enhance the overall output.

5.3 Client Review

Present the completed project to stakeholders for feedback and make necessary revisions based on their input.

6. Project Delivery

6.1 Export Final Product

Export the final animation or motion graphics in the required formats and resolutions.

6.2 Archive Project Files

Organize and store all project files, including raw footage, AI models, and final exports for future reference.