AnimatedDrawings is a framework that converts user sketches or line drawings into fully animated 2D motion sequences using learned motion priors. The idea is that you draw a simple static figure (stick figure, silhouette, or contour lines), and the system produces plausible skeletal motion (walking, jumping, dancing) that adheres to the drawn shape constraints. The architecture separates shape embedding (to understand user-drawn geometry) from motion embedding / generation (to produce temporally coherent movement). Users can provide rough keyframes or control constraints (pose anchors), and the system fills intermediate frames with fluid animation. The repository includes demonstration apps and notebooks where you can upload or draw shapes and watch animations play. Because the approach is data-driven, it generalizes to new drawings even with varying proportions or stylizations.

Features

  • Transform static sketches or contours into animated motion sequences
  • Separate embedding modules for shape and motion to allow generalization
  • Support for user-specified keyframes or anchor constraints
  • Dataset-backed motion priors enabling plausible human-like movement
  • Demo UI and notebooks for live interaction
  • Export formats: keyframe sequences, sprite sheets, or animation sequences

Project Samples

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License

MIT License

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Additional Project Details

Programming Language

Python

Related Categories

Python Artificial Intelligence Software, Python Animation Software

Registered

2025-10-06