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  1. FJSP-With-Genetic-Algorithm FJSP-With-Genetic-Algorithm Public

    This project involves using Genetic Algorithm to solve the dynamic scheduling problem of flexible Job Shop production.

    Python 124 15

  2. YOLO-Datasets-And-Training-Methods YOLO-Datasets-And-Training-Methods Public

    This project involves making custom datasets for the YOLO series and model training methods for YOLO.

    Jupyter Notebook 48 8

  3. Image-Capture-With-RealSense Image-Capture-With-RealSense Public

    This project involves using Intel Realsense to capture RGB images, depth images, and pseudo colored depth images, and is suitable for creating custom datasets for algorithms such as object detectio…

    Python 37 5

  4. Sales-Predict-With-LSTM Sales-Predict-With-LSTM Public

    This project involves using multi-layer LSTMs to predict the sales problem.

    Jupyter Notebook 26 2

  5. IsaacSim-Hil-Serl IsaacSim-Hil-Serl Public

    Based on the virtual world built with IsaacSim, accomplish the training and deployment of real-world reinforcement learning for Hil-Serl.

    Python

  6. Optimization-Methods-Learning Optimization-Methods-Learning Public

    This project summarizes the learning process of optimization methods, attempting to start from the original mathematical formulas and write Python code to understand the principles of the methods.

    Jupyter Notebook