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cnngesturerecognizer

Gesture recognition via CNN. Implemented in Keras + Tensorflow/Theano + OpenCV

deepviv

Deep Learning of Vortex Induced Vibrations

dsp_final_cnn

CNN Model for sound classification

github-slideshow

A robot powered training repository :robot:

keras-tcn

Keras Temporal Convolutional Network.

keras_detect_tool_wear

Tool wear prediction by residual CNN

ml-tool-wear

Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as described in article "Self-Supervised Learning for Tool Wear Monitoring with a Disentangled-Variational-Autoencoder"

p10_decision

Regression - DecisionTreeRegressor – RandomForestRegressor

petroacousticemission

prediction-of-tool-wear

IoT based Tool Wear Prediction, a project to collect and analyze vibration data in MATLAB and use the data to predict for tool wear.

predictive_maintenance_lstm-and-tcn

Predictive maintenance using LSTM/TCN

python-tool-wear

Tool wear data and preprocessing code

pytta

Python in Technical Acoustics and Vibration

rul-from-vibration-signal

Finding lifetime a bearing using IOT data and Remaining Utility Life (RUL)

rul_prediction

remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN), and Long Short Term Memory (LSTM) unit

tcn

An implementation of a Temporal Convolutional Network.

tcn-1

Sequence modeling benchmarks and temporal convolutional networks

tcn-fraud-detection

tcn-keras-examples

This repository contains example of keras-tcn on easy way.

tcn-layer

tera-datascience-jun2019

Repositório da turma de junho do bootcamp de Data Science & Machine Learning for Business da Tera

testes

Este repositório é para fazer testes com alguns códigos

tool-wear-data-processing

tool-wear-detection-in-cnc-milling-operartions

tool-wear-prediction

Predicting tool wear in milling machine based of different parameters

vibration-signal-analysis

Analyze vibration/shock signal using python spicy, bumpy and python

vibration_toolbox

Educational Vibration programs. Intended for undergraduate and early graduate students.

vibrationml

Applications of machine learning to vibration and sound analysis