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machine-learning-imbalanced-data

Code repository for the online course Machine Learning with Imbalanced Data

matrices2

Some more operations with matrices and graphs

matricesoperations

practicing some matrix and arrays operations

minkowskidistance

Clalculanting manually Mincowski distance

mlops-references

A curated list of references for MLOps

mlsimplelinearregression

A simple linear regression ML demonstration.

mnist-using-cnn

Predicting handwritten digitis with a Convolutional neural network (Tensorflow)

non-parametric-mnist

object-detection-tensorrt-example

Running object detection on a webcam feed using TensorRT on NVIDIA GPUs in Python.

object-detection-video

Object Detection in videos with OpenCV, YOLO V3, Docker and Streamlit

ocr-tesseract-docker

OCR using Python, Tesseract and OpenCV in a Docker container

ofxdarknet

darknet neural network addon for openFrameworks

openalpr

Automatic License Plate Recognition library

opencv-cuda-docker

Dockerfiles for OpenCV compiled with CUDA, opencv_contrib modules and Python 3 bindings

palt-tilt-cam

Use OpenCV for Face Detection then Pilote a Pi Camera with 2 servos in order to keep the tracked-face always in the centers of camera-frame

persist_prediction_post

plate_detector_etl

plate_display

png_live_displayer

png_streamer

py-greenhouse

A containerized Python framework for a better Data X development workflow. Where X = Science, Engineering, Analytics, etc.

raspi-dockerized-hadoop

HDFS running on raspberry with docker

raspi-kafka-docker

dockerfiles to run kafka kraft cluster on raspi

raspi-spark-docker

Docker files to build a standalone spark cluster running on raspberries with docker

rebuildingimageskmeans

How to rebuild an image with kmeans clustering

reconhecendo-n-meros-com-sklearn-knn

Reconhecendo números escritos à mão da base MNIST com SKLearn KNN, treinando com 20mil imagens

sistema-de-recomenda-o-simples

Desenvolvendo um sistema de recomendação simples e analisando sua performance em diversos modelos.

statistical-learning

Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course

superlists

svm-vs-ann-east-river-bridges

Previsão da quantidade de ciclistas que circulam pelas pontes do East River em NYC apartir das condições climáticas