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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


  • Machine Learning Engineer with professional experiences
  • Computer Engineering at UFSC (Brazil)
  • Focused on Artificial Intelligence, Machine Learning, and Computer Vision
  • Currently developing a project on Crystal Characterization Using CNNs and another for Skin Lesions Classification Using CNNs. Also, writing scientific articles on both topics
  • 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.
  • Classifying Skin Lesions Using CNNs: Developing and researching models to analyze and classify skin lesions, helping on early detection of skin cancer using the International Skin Imaging Collaboration (ISIC) dataset.
  • 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++ 10

  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. 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++ 1

  5. CNN-horse-human-classifier CNN-horse-human-classifier Public

    Este projeto implementa uma solução completa de deep learning para classificação binária de imagens entre cavalos e humanos

    Python