darkthecross workshop
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Any sufficiently advanced technology is indistinguishable from magic.
--
Mingxiang
's Projects
Iterative LQR planner
Robotics
Iterative LQR, with zero control initialization and self-defined potential. Should be safe to use if you want to build a self driving car.
Image Super Resolution
ML
Deep learning, CNN.
Starlight Voyage
Casual
Wechat mini game, implemented with javascript.
Balance Car
Robotics
PID control, embedded system
Single Image Depth Estimation
ML
Deep learning, CNN.
RL Experiments
ML
Reinforcement learning, DQN.
Vehicle Detection
ML
Deep learning, CNN, yolo-v2.
Car RRT Path Planning
Robotics
Non-holonomic motion planning, rapidly-exploring random tree.
MNIST GAN
ML
Generative Adversarial Network, Deep Learning
Random Bin Picking
Robotics
Inverse kinematics, singularity detection, motion planning, Lie algebra.
CCD inverse kinematics
Robotics
CCD inverse kinematics.
Automatic QR Code Beautify
Casual
OpenCV, QRCode.