junayed

Short-Time-Energy-and-Zero-Crossing-Threshold-for-Detection-VAD-

This is the algorithm to separate and identify the voice event from a signal

Graph2Speak

Code associated with our paper "Graph2Speak: Improving Speaker Identification with Network Knowledge in Criminal Conversational Data"

interpretable_machine_learning_with_python

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

shap

A game theoretic approach to explain the output of any machine learning model.

Sonar-Data-Collection-Analysis-AI-Ping360-Bluerobotics

This repo is for the ongoing work with ping 360 sonar for data capture, data analysis, and AI driven object detection, noise and shadow removal.

boruta_py

Python implementations of the Boruta all-relevant feature selection method.

ConcreteCrack

End-to-End DL project demo

covid-tracker-react-native

covid19

Resources for the Udemy Course - Azure Data Factory For Data Engineers - Project on Covid19

covid19-data-scraping-by-parsehub

CubiCasa5k

CubiCasa5k floor plan dataset

cvlib

A simple, high level, easy to use, open source Computer Vision library for Python.

demodatasets

This is a dataset consists of concrete crack. Original data is from CODEBRIM dataset.

dsn_fewshot

F-ZEN_Python_OAD_workshop

Material to showcase and test several tools and packages releated to ZEN, CZI image files and python packages related to those topics

GRITS-Dataset

This data was collected and annotated with the help of the experts from IRT Surveys and National Subsea Centre, Scotland.

Hands-On-Image-Processing-with-Python

junayed

lime

Lime: Explaining the predictions of any machine learning classifier

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

MASK-R-CNN-Whats-My-Melon

An Exploration into Convolutional Neural Networks and MASK R CNN

mlprojects

Physics-based-NN-for-1st-ODE

pixel2SVG

Pixel Image to SVG

Principles-of-Data-Science-Second-Edition

Principles of Data Science, Second Edition, published by Packt

rolling-element-bearing-fault-detection

Code to go with the paper "A novel deep learning model for the detection and identification of rolling element bearing faults"

tensor-sensor

The goal of this library is to generate more helpful exception messages for numpy/pytorch matrix algebra expressions.

ThinkDSP

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

understandCML

youtube_channel

Notebooks for the python tutorials of my youtube channel. See specific youtube video for link to specifc notebook.