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shengjie-bob's Projects

face_mask_detection icon face_mask_detection

Face mask detection models based on MobileNetv2-SSD and YOLOv3-tiny, which are testified on the Real-World Masked Face Dataset(RMFD).

holdem_dqn icon holdem_dqn

Artificial Intelligence based on DQN in 1v1 holdem game, whose performance is better than the agent via MCMC.

pygame icon pygame

pygame (the library) is a Free and Open Source python programming language library for making multimedia applications like games built on top of the excellent SDL library. C, Python, Native, OpenGL.

rainfall_prediction icon rainfall_prediction

Rainfall Prediction or Rainfall Forecasting via machine learning, such as SVR, LSTM, MLP, Seq2Seq, GBRT and XGBoost

slam_algorithm_visual icon slam_algorithm_visual

Some V-SLAM algorithms from traditional model-based methods to supervised learning on Python platform.

spacerobot icon spacerobot

Some trajectory planning strategies for free-floating space robot based on reinforcement learning. (To appear soon)

spacerobot_env icon spacerobot_env

A open environment for free-floating space robot based on MuJoCo. (To appear soon)

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