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GeezerVison is showing github.com β€” shaoanlu - Overview

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shaoanlu

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596 followers Β· 234 following
  • Tokyo, Japan
  • @picofanta

Achievements

Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: Arctic Code Vault ContributorAchievement: Starstruckx3

Achievements

Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: Arctic Code Vault ContributorAchievement: Starstruckx3
More
  • Overview
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shaoanlu/README.md

πŸ‘‹Hello, I'm Shao-An!

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  • Working as a Control Software Engineer.
  • Grew up in Taiwan, residing in the vibrant city of Tokyo, Japan.
  • Interested in Control Systems, Optimization, and Deep Generative Models.
  • Currently engaged in the exploration of Software Architecture within Robotic Systems.

Recent Activity

  1. πŸ’ͺ Opened PR #36 in MIT-SPARK/VGGT-SLAM
  2. πŸŽ‰ Merged PR #1 in shaoanlu/PiMPC-python
  3. πŸ’ͺ Opened PR #1 in shaoanlu/PiMPC-python
  4. ❌ Closed PR #2 in SOLARIS-JHU/PiMPC.jl
  5. πŸ’ͺ Opened PR #2 in SOLARIS-JHU/PiMPC.jl

Projects

  • Control and Optimization
    • Diffusion policy for Quadrotor Control: Implements cutting-edge diffusion models for imitation learning in quadrotor control.
    • Safety Filter for Collision Avoidance: Employs Control Barrier Functions (CBF) as safety filters for collision avoidance.
    • Motion Planning with MPPI: Integrates Model Predictive Control and CBF in a sampling-based approach for motion planning.
  • Deep Learning and Computer Vision
    • Few-Shot Face Translation: Features Generative Adversarial Networks trained on the VGGFace2 dataset for face-translation with few-shot examples.
    • Face Swapping GAN: Applies Generative Adversarial Networks for face-swapping in images.
    • Facial Analysis Toolbox: Offers a collection of deep learning models for facial analysis in Keras.

Pinned Loading

  1. llm_mjx_go1_playground llm_mjx_go1_playground Public

    An example using an LLM to navigate a quadruped in an unknown environment through trial and error. Based on mujoco playground.

    Python 12 3

  2. diffusion_policy_quadrotor diffusion_policy_quadrotor Public

    A simple demo of imitation learning based on diffusion policy for quadrotor control

    Jupyter Notebook 46 5

  3. CBF_QP_safety_filter CBF_QP_safety_filter Public

    Control barrier function as safety filter with disturbance observer

    Python 48 4

  4. pyNMPC pyNMPC Public

    Nonlinear Model Predictive Control (NMPC) based on CVXPY and JAX in Python

    Python 18 2

  5. mppi_cbf mppi_cbf Public

    Colab notebooks showcasing experiments on MPPI (model predictive path integral control) and CBF (control barrier function). Utilizes jax to accelerate computation.

    Jupyter Notebook 142 22

  6. fewshot-face-translation-GAN fewshot-face-translation-GAN Public

    Generative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.

    Jupyter Notebook 796 120

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