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https://github.com/nikolasent/nikolasent


https://github.com/nikolasent/nikolasent

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README

          

### Hi, I'm Nikolay 👋











GitHub NikolasEnt's stars

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!

📄 ICCVw2025: [DIFFRACT: Diffusion-based Restoration via Adaptive Control and Thresholding for Diffraction Imaging](https://openaccess.thecvf.com/content/ICCV2025W/AIM/html/Falaleev_DIFFRACT_Diffusion-based_Restoration_via_Adaptive_Control_and_Thresholding_for_Diffraction_ICCVW_2025_paper.html)

🥇 CVPRw2023: [Top-1, SoccerNet Camera Calibration Challenge 2023](https://nikolasent.github.io/deeplearning/computervision/2023/06/20/SoccerNet-Camera-Calibration-2023.html), ⭐[code](https://github.com/NikolasEnt/soccernet-calibration-sportlight)⭐ 📄 [ACMMM 2024](https://arxiv.org/abs/2410.07401)

📄 CVPRw2020: [TTNet: Real-time temporal and spatial video analysis of table tennis](https://openaccess.thecvf.com/content_CVPRW_2020/html/w53/Voeikov_TTNet_Real-Time_Temporal_and_Spatial_Video_Analysis_of_Table_Tennis_CVPRW_2020_paper.html)

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