Educational Implementation · JavaScript
ckpe-livive-net
Constrained Kinematic Pose Estimator - Physics-constrained gesture and pose estimation from 2D keyframes. Features an bidirectional Hermite trajectory rollout, zero-bamf physical limits (≤12°/frame), and calibrated ASL signs spanning neutral space, cranial/face targets, thoracic gestures, and bilateral coordination.
What it is
The repository documents a Constrained Kinematic Pose Estimator (CKPE) that compiles sign language kinematics into a deterministic runtime artifact and provides a vanilla JavaScript SPA for visualizing the compiled sequences.
Where it counts
- Machine Learning60%
- Computer Vision60%
- Data Science20%
- NLP & LLMs10%
- AI Agents10%
- MLOps10%
How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.
Around it on the Machine Learning board
Whole board- 63AI_NotebooksEducational Implementation · Jupyter Notebook41.4ImplementationPop AlexandruMachine Learning
- 64AI_for_fun_i_guessTutorial / Demo · Python39.4Implementationvlad andreiMachine Learning
- 65ckpe-livive-netEducational Implementation · JavaScript37.9ExplorationJarad PeckenpaughMachine Learning
- 66Rapper-Toon-SheetML Application · TypeScript36.6ExplorationMaster MindMachine Learning
- 67Azure-DP-100-Data-Scientist-Study-GuideEducational Implementation34.6ExplorationIñigoMachine Learning
