Hi, I'm Kyryl Zuiev! 👋

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About Me

👨‍💻 I'm a developer with a passion for neural network architectures. Currently, I'm deeply involved in studying Capsule Neural Networks and exploring the visualization of hierarchies within these systems.

Current Studies and Research

🧠 Focusing on Capsule Neural Networks, which promise a more structured approach to machine learning, especially in understanding spatial hierarchies. I'm particularly interested in how visualizing these hierarchies can provide deeper insights into network decisions.

ChatGPT-4 pre-trained on my knowledges of Capsule Neural Networks

Skills

🤖 Machine Learning, Capsule Neural Networks, Robotics
📊 Data Visualization
🌐 Python, PyTorch, C#, C, Java(basic lvl), HTML, CSS, JavaScript, React, Node.js, Express.js, MongoDB, WandB, Next.js

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Kyryl Zuiev's Projects

icd_machine_learning

The ICD (Incremental Induction Competitive Disjunction) algorithm is a machine learning method used for classification tasks.

instantmesh

InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models

webots-echosphererobot

This project showcases an innovative robot in Webots programmed to autonomously navigate and search for a ball using computer vision, while also responding to voice commands for additional functionalities such as turning on lights. The robot is designed to intelligently avoid obstacles, making it efficient in a dynamic indoor environment.

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