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smeyanoff/README.md

Hi there πŸ‘‹

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.

πŸŽ’ My Projects

Pogramming

πŸ€– tg-bot

Telegram bot with authentication, asynchronous database connections and user role routing

PROJECT

ML

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

🎞 Computer Vision

πŸš— 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

πŸ—¨ 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

πŸ€– Reinforcement Learning

πŸ‘½πŸ€‘ Generate Faces

Generate faces using GANs.

PROJECT

πŸ€–πŸ€– RL

Just Homework

PROJECT

🚚 MLOps

πŸŸ₯ 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 33 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