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Making programming great again
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Making programming great again
22 followers · 17 following

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smeyanoff/README.md

Hi there 👋

My name is Dmitry Nesmeyanov 😎

I work as the Head of the Neural Networks Development and Data Analysis department at VITA, Samara, Russia.

Master's degree, AI Talent Hub at ITMO University, St. Petersburg.

How to contact me

You can reach me on Telegram at @smeyanof.

🎒 My Projects

ML

To get a better understanding of my projects, I have split my repositories into ML areas with short descriptions.

🎞 Computer Vision

🚗 Car Number Detection

This project focuses on detecting car license plates and recognizing the numbers on them. YOLO was trained on Russian license plates.

PROJECT

🏠 Image Depth Estimation

Estimate the depth of an object using only a photo.

PROJECT

🗨 Natural Language Processing

🏷 Tags By Review

This project aims to find tags (short descriptions of locations) by analyzing user reviews about those locations. The RoBERTa model was used for this task.

PROJECT

🤖 Reinforcement Learning

👽🤡 Generate Faces

Generate faces using GANs.

PROJECT

🤖🤖 RL

PROJECT

🚚 MLOps

🟥 Kuberay Serving System

Use KubeRay to serve ML models in Kubernetes hosted on-premise.

PROJECT

Streamlit with Rayserve

PROJECT

Popular repositories Loading

  1. car-number-detection car-number-detection Public

    Car's plate detection and car's colour detection with YOLO5 and LPRnet

    Python 38 10

  2. image-depth-estimation image-depth-estimation Public

    Depth estimation with RGB photo

    Python 3 1

  3. dvc-example dvc-example Public

    HTML 2 1

  4. rayserve-streamlit-apps rayserve-streamlit-apps Public

    Jupyter Notebook 1

  5. tags-by-review-nlp tags-by-review-nlp Public

    Get the short tag description by review from Trapadvisor.

    Jupyter Notebook

  6. kuberay-serving-system kuberay-serving-system Public

    Jupyter Notebook