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Thomas10111/README.md

Software developer working on embedded firmware, robotics, and GPU computing.

Projects

  • ObjectDetection: robot object detection with YOLOv8 optimized with OpenVINO. Captures webcam frames, runs detection, and gives navigation hints from the object's position in the frame (Python).
  • ObjectDetectionAndStateEstimation: a LEGO Technic car driven by an NVIDIA Jetson Orin. Small neural networks trained with PPO and imitation learning map the target's position from the camera (YOLOv8) to steering and speed; tested in Gazebo with the networks running on the Orin over ROS 2 and Zenoh (Python, ONNX Runtime).
  • PyCuda_examples: examples of GPU kernels driven from Python with PyCUDA.

Coursework and training

Repositories named CarND-* and the Kalman filter and behavioral cloning projects are from the Udacity Self-Driving Car Nanodegree. Other course and practice repositories (CUDA, modern C++, interview preparation) are kept for reference.

Pinned Loading

  1. Cpp_matrix_memory Cpp_matrix_memory Public

    Forked from tfischle-idmod/Cpp_matrix_memory

    timing memory access

    C++

  2. numba_presentation numba_presentation Public

    Forked from tfischle-idmod/numba_presentation

    Jupyter Notebook

  3. ObjectDetection ObjectDetection Public

    Python

  4. Profiling_Python Profiling_Python Public

    Forked from tfischle-idmod/Profiling_Python

    examples for presentation about profiling Python

    Python

  5. PyCuda_examples PyCuda_examples Public

    pycuda examples

    Python 2 2

0