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Fleyderer/README.md

Hello, I am Michael πŸ‘‹

🎯 Computer Vision Engineer | 🧠 Multi-Object Tracking Researcher | πŸ§ͺ Contributor @ BoxMOT


πŸ’‘ About Me

I'm a Computer Vision Engineer with 2+ years of hands-on experience in designing and deploying deep learning models for real-world vision problems. My primary focus lies in multi-object tracking (MOT) and object detection, where I have experience across the full pipeline β€” from data collection and annotation to model training, optimization, and production deployment.

My recent work includes:

  • Creating own Tracker with independent Re-Identification, achieving SOTA-1 results on MOT17
  • Contributing to the BoxMOT library (added the SOTA BoostTrack tracker, made metrics of many trackers reproducible)
  • Real-time inference optimizations using TensorRT, ONNX, and Triton Inference Server
  • Model training with PyTorch, Torch Lightning, and distributed computing with Ray

🧠 Skills & Technologies

Deep Learning and Computer Vision

Python OpenCV PyTorch PyTorch Lightning Ray

Inference & Optimization

TensorRT ONNX Triton Inference Server

Tools & Deployment

Docker Linux Amazon S3 CVAT


πŸ“Š GitHub Stats

Mikhail's GitHub Stats


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  1. pyrssa pyrssa Public

    Python package for Singular Spectrum Analysis

    TeX 3 2

  2. VolleyballTracking VolleyballTracking Public

    Volleyball players tracking using YOLO and DeepSORT

    HTML 2 1