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nikolasent/README.md

Hi, I'm Nikolay πŸ‘‹

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I'm a passionate Deep Learning researcher and developer with over a decade of experience in real-time processing of diverse multi-modal data through multi-task pipelines, with a strong emphasis on Computer Vision applications. My work often involves cutting-edge video analysis leveraging industrial cameras and LiDAR data to extract meaningful insights, such as in sports analytics.

In my free time, I enjoy participating in Data Science competitions and contributing to the advancement of applied Deep Learning research and open-source projects. Feel free to explore my repositories and connect if you're as excited about these topics as I am!

πŸ“„ ICCVw2025: DIFFRACT: Diffusion-based Restoration via Adaptive Control and Thresholding for Diffraction Imaging

πŸ₯‡ CVPRw2023: Top-1, SoccerNet Camera Calibration Challenge 2023, ⭐code⭐ πŸ“„ ACMMM 2024

πŸ“„ CVPRw2020: TTNet: Real-time temporal and spatial video analysis of table tennis

πŸ› οΈ:

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  1. OniroAI/MonoDepth-PyTorch OniroAI/MonoDepth-PyTorch Public

    Unofficial implementation of Unsupervised Monocular Depth Estimation neural network MonoDepth in PyTorch

    Python 553 128

  2. soccernet-calibration-sportlight soccernet-calibration-sportlight Public

    SoccerNet@CVPR | 1st place solution for Camera Calibration Challenge 2023

    Python 62 8

  3. lRomul/argus lRomul/argus Public

    Lightweight library for training neural networks in PyTorch

    Python 79 10

  4. PersonMask_TFLite PersonMask_TFLite Public

    Real-time CPU person segmentation for privacy in video calls

    C++ 38 7

  5. Lyft-Perception-Challenge Lyft-Perception-Challenge Public

    The 4th place and the fastest solution of the Lyft Perception Challenge (Image semantic segmentation with PyTorch)

    Jupyter Notebook 68 12

  6. decode-video-pytorch decode-video-pytorch Public

    Various video readers for PyTorch models training and a benchmark

    Python 12