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:shipit:
ベルセルクを読む
:shipit:
ベルセルクを読む
  • Brazil

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rodrigoguedes09/README.md

Rodrigo Guedes


  • Undergraduate in Computer Engineering at UFSC (Brazil)
  • Experience in Data Analysis
  • Focused on Artificial Intelligence, Machine Learning, and Computer Vision
  • Currently developing a project on crystal characterization using CNNs and computer vision, and writing a scientific article on this topic
  • Exploring Edge AI, Federated Learning, and Embedded Systems

Skills & Tools

Python PyTorch OpenCV TensorFlow C++ MATLAB JavaScript Java

Ongoing Projects

  • Crystal Characterization using CNNs: Developing and researching models to analyze and classify crystals through computer vision.
  • Edge AI Development: Building real-time AI solutions for embedded devices, such as ESP32 and Jetson Nano.

Connect with Me


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  1. Federated_Learning_Stress_Detector Federated_Learning_Stress_Detector Public

    This project introduces a system that utilizes the Flower framework, along with the ESP32 microcontroller and the TinyDB database, for stress classification. The system collects and processes real-…

    C++ 8

  2. Frozen-lake-AI Frozen-lake-AI Public

    Problem to be solved with Q-Learning reinforcement learning algorithm. Using the library (https://gymnasium.farama.org/) to implement the solution for the proposed problem (Frozen-Lake).

    Jupyter Notebook

  3. Image-Classification-with-Streamlit Image-Classification-with-Streamlit Public

    This tutorial explores the fusion of two robust technologies: Streamlit, a user-friendly Python library for creating interactive web applications, and InceptionV3, a state-of-the-art convolutional …

    Python

  4. Trilha-Grande Trilha-Grande Public

    This application aims to provide relevant information and assist hiking enthusiasts interested in exploring trails in the Praia Grande region.

    HTML

  5. Wave-Generator Wave-Generator Public

    In the context of this project, the aim is to construct a waveform generator by interfacing this DAC with an ESP microcontroller, using a resistive ladder network, commonly known as an R2R ladder.

    C++

  6. DermAI-Vision DermAI-Vision Public

    DermAI-Vision is an advanced deep learning system designed to assist in the detection and classification of skin tumors. Using state-of-the-art convolutional neural networks and the ISIC dataset, t…

    Python