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Achievement: Starstruckx3Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw

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Koldim2001/README.md

Hi there 👋 I'm Dmitry Kolesnikov

Lead Computer Vision Engineer | DS Team Lead

I manage a Data Science team and actively advance CV & NLP through education, conference speaking, and open-source. Focused on end-to-end ML/DL pipelines — from data preparation to production serving.

Connect with me:

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🛠️ Languages and Tools:

Python SQL Git Docker Kubernetes Triton vLLM ClearML MLflow Airflow Grafana Superset Redash

PyTorch OpenCV FastAPI Streamlit Ultralytics LangChain Transformers timm Pandas scikit-learn NumPy Plotly Matplotlib Albumentations DALI

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  1. YOLO-Patch-Based-Inference YOLO-Patch-Based-Inference Public

    Python library for YOLO small object detection and instance segmentation

    Python 554 33

  2. COCO_to_YOLOv8 COCO_to_YOLOv8 Public

    Converting COCO annotation (CVAT) to annotation for YOLO-seg (instance segmentation) and YOLO-obb (oriented bounding box detection)

    Python 347 11

  3. TrafficAnalyzer TrafficAnalyzer Public

    Анализ трафика на круговом движении с использованием компьютерного зрения

    Python 109 12

  4. get_VECG_web get_VECG_web Public

    Веб-версия проекта по получение ВЭКГ на основе ЭКГ и СППР на основе векторных петель

    Python 13

  5. Unet-pytorch-training Unet-pytorch-training Public

    Репозиторий для обучения нейросетевых моделей по семантической сегментации + пример использования моделей на практике

    Jupyter Notebook 41 1

  6. MLflow_tracking MLflow_tracking Public

    Использование MLflow для трекинга экспериментов PyTorch и Sklearn

    Jupyter Notebook 31 13