neemiasbsilva

case-study-data-science

Welcome to some case study of data science projects - (Personal Projects).

cnn-apply-3Dmnist

A Simple Three Dimensional Convolutional Neural Networks approach

developing-nanoGPT2-fineweb

Developing a cusstom nano GPT-2 from scratch using PyTorch on the Fineweb dataset.

django-api-computer-vision

MVISIA coding interview using Django

kedro_orchestrate_dl_transformer_arch

A pipeline using Kedro to orchestrate the deployment of a deep learning transformer model for classifying toxic comments. This project integrates data preprocessing, model training, and deployment into a streamlined and reproducible workflow, enabling efficient handling of the toxic comment classification problem in NLP.

knapsack-problem-using-dp-grasp-tabu

This repository was created for the subject of Computer Theory. The propose of this subject is to improve your skills to solve the 0-1 knapsack problem of different ways. The techniques used were Dynamic Programing and two metaheuristics (which are GRASP and TABU search).

lstm-pollution-china

Using long short term memory networks to analysis the pollution of Beijing, China.

machine-learning-algorithm

Some algorithms of machine learning like Regression, Cluster, Deep Learning, and much more.

object-detection-opencv

This repository was created to show some techniques using Python and OpenCv

regression-in-CNNs-applied-to-plant-leaf-count

Regression in Convolutional Neural Network applied to Plant Leaf Count

neemiasbsilva/knapsack-problem-using-dp-grasp-tabu

This repository was created for the subject of Computer Theory. The propose of this subject is to improve your skills to solve the 0-1 knapsack problem of different ways. The techniques used were Dynamic Programing and two metaheuristics (which are GRASP and TABU search).

neemiasbsilva/object-detection-opencv

This repository was created to show some techniques using Python and OpenCv

neemiasbsilva/cnn-apply-3Dmnist

A Simple Three Dimensional Convolutional Neural Networks approach

neemiasbsilva/YOLOv3-detect-person-car

Using YOLO (You Only Look Once) object detection algorithm to detect persons and cars.

neemiasbsilva/binary-mask-computer-vision

Implementation of binary mask by hand using Jupiter notebook and python script

neemiasbsilva/harris-corner-apply-street-map

A Harris Corner Detection approach for Segment the Number of Corner in Street Map

neemiasbsilva/kmeans-image-segmentation

Apply K-means technique to plant segmentations

neemiasbsilva/opencv

Open Source Computer Vision Library

neemiasbsilva/optical-flow-opencv

Using Optical Flow (Lucas Kenaedes), and Dense Optical Flow techniques to object tracking.

neemiasbsilva/WebScraping

This repository was created for shown some techniques of Web Scrapping using python

neemiasbsilva/autoencoder-mnits

Building Auto Encoder Compression and User Mnist Dataset

neemiasbsilva/awesome-deep-learning-papers

The most cited deep learning papers

neemiasbsilva/basics-video-with-opencv

Using Python and OpenCv to Manipulating Video Basics and Live Camera.

neemiasbsilva/coding-interview-university

A complete computer science study plan to become a software engineer.

neemiasbsilva/coding-questions-company

neemiasbsilva/COMPILER-LEXICAL-ANALYSIS

This repository have one implementation of the assignment lexical analysis for the COMPILERS course.

neemiasbsilva/compilers

This repository was created for the Compilers Course from Federal University of Mato Grosso do Sul.

neemiasbsilva/Computer-Networks----Two-Servers

neemiasbsilva/dl-and-computer-vision

Using Deep Learning and Computer Vision: SSD, OpenCv, etc.

neemiasbsilva/expense-controll-django

Create my first project with Django applied to expense controll

neemiasbsilva/GMAC

GMAC is an extension project at UFMS, Brasil. For more detail checkout the readme.md

neemiasbsilva/handling-netCDF-using-python

Automating Mass Downloading netCDF File for use to GISS ( Goddard Institute for Space Studies) Software

neemiasbsilva/horseshoe-bnn

A Bayesian Neural Network with a horseshoe prior for improved interpretability

neemiasbsilva/image-processing

Techniques of Deep Learning and Machine Learning applied to datasets of image (e.g. mnist, Brasilian Coins, etc).

neemiasbsilva/LabelNoiseCorrection

Official Implementation of ICML 2019 Unsupervised label noise modeling and loss correction

neemiasbsilva/LFA

Linguagens Formais e Autômatos -- (LFA) Implementações

neemiasbsilva/Memory-Management-Techniques

The purpose of this repository is to show the implementation of partitioned contiguous allocation techniques, as well as show the three main allocation strategies (First Fit, Best Fit and Worst Fit).

neemiasbsilva/Papers-of-Robust-ML

Related papers for robust machine learning

neemiasbsilva/tsp-genetic-algorithm

Applying Genetic Algorithm to solve the travelling salesman problem

neemiasbsilva/WorkArtificalIntelgence