Senior Comprehensive Project For Python

Overview

Senior Comprehensive Project

Author: Grey Hutchinson

Common Tern

My project, which I nicknamed “Murmur”, was to create a research tool that would use neural networks, which can read and learn patterns to try and classify an audio file, to analyze any given PAM file and return a list of timestamps where the target species made a vocalization.
Note from Grey: Please contact me if you feel like you can't grade this project without copious amounts of data. I get it, but also I can't house it all on github. Not sure what to do here.

How to: Install this project and create your model:

  1. Make sure you have python3.6 or greater installed on you computer
  2. Create a virtual environment
    1. python -m venv venv
    2. Windows: ./venv/Source/activate
  3. Install requirements.txt
    1. pip install -r requirements.txt
  4. Separate your files into those containing your target species and those that do not.
  5. Place the files containing your target species into the "trues" folder; those without in the "falses" folder.
  6. Run dataframe_maker.py
  7. Run Murmur.py, if you'd like to create a new model. (Doesn't work without data (duh, but, ya know))

How to: Run this project with passive acoustic monitoring files

  1. Extract saved_model.zip to this directory, making sure the folder is called "saved_model". This is my most recent model.
  2. Save the PAM file to the root directory (e.g. pam_1.wav). If you'd like to just try my model, you can download this bit of relaxing beach sounds and use it as your PAM file: https://www.youtube.com/watch?v=QX4j_zHAlw8 It's not too large.
  3. Go into app.py and change line 131 to match your file name
  4. Run app.py
Procscan is a quick and dirty python script used to look for potentially dangerous api call patterns in a Procmon PML file.

PROCSCAN Procscan is a quick and dirty python script used to look for potentially dangerous api call patterns in a Procmon PML file. Installation git

Daniel Santos 9 Sep 02, 2022
This is an implementation of NeuronJ work with python.

NeuronJ This is an implementation of NeuronJ work with python. NeuronJ is a plug-in for ImageJ that allows you to create and edit neurons masks. Image

Mohammad Mahdi Samei 3 Aug 28, 2022
Homed - Light-weight, easily configurable, dockerized homepage

homed GitHub Repo Docker Hub homed is a light-weight customizable portal primari

Matt Walters 12 Dec 15, 2022
Python script that automates the tasks involved in starting a new coding project

Auto Project Builder Automates the repetitive tasks while starting a new project Installation Use the REQUIREMENTS.txt file to install the dependencie

Prathap S S 1 Feb 03, 2022
SQL centered, docker process running game

REQUIREMENTS Linux Docker Python/bash set up image "docker build -t game ." create db container "run my_whatever/game_docker/pdb create" # creating po

1 Jan 11, 2022
This repository contains a lot of short scripting programs implemented both in Python (Flask) and TypeScript (NodeJS).

fast-scripts This repository contains a lot of short scripting programs implemented both in Python (Flask) and TypeScript (NodeJS). In python These wi

Nahum Maurice 3 Dec 10, 2022
Structured Exceptions for Python

XC: Structured exceptions for Python XC encourages a structured, disciplined approach to use of exceptions: it reduces the overhead of declaring excep

Bob Gautier 2 May 28, 2021
Attempt at a Windows version of the plotman Chia Plot Manager system

windows plotman: an attempt to get plotman to work on windows THIS IS A BETA. Not ready for production use just yet. Almost, but not quite there yet.

59 May 11, 2022
An advanced pencil sketch generator

Pencilate An advanced pencil sketch generator About : An advanced pencil sketch maker made in just 12 lines of code. Yes you read it right, JUST 12 LI

MAINAK CHAUDHURI 23 Dec 17, 2022
Goal: Enable awesome tooling for Bazel users of the C language family.

Hedron's Compile Commands Extractor for Bazel — User Interface What is this project trying to do for me? First, provide Bazel users cross-platform aut

Hedron Vision 290 Dec 26, 2022
Repo contains Python Code Reference to learn Python in a week, It also contains Machine Learning Algorithms and some examples for Practice, Also contains MySql, Tableau etc

DataScience_ML_and_Python Repo contains Python Code Reference to learn Python in a week, It also contains Machine Learning Algorithms and some example

Meerabo D Shah 1 Jan 17, 2022
fetchmesh is a tool to simplify working with Atlas anchoring mesh measurements

A Python library for working with the RIPE Atlas anchoring mesh. fetchmesh is a tool to simplify working with Atlas anchoring mesh measurements. It ca

2 Aug 30, 2022
Taking the fight to the establishment.

Throwdown Taking the fight to the establishment. Wat? I wanted a simple markdown interpreter in python and/or javascript to output html for my website

Trevor van Hoof 1 Feb 01, 2022
UFDR2DIR - A script to convert a Cellebrite UFDR to the original file structure

UFDR2DIR A script to convert a Cellebrite UFDR to it's original file and directo

DFIRScience 25 Oct 24, 2022
Sardana integration into the Jupyter ecosystem.

sardana-jupyter Sardana integration into the Jupyter ecosystem.

Marc Espín 1 Dec 23, 2021
An OpenSource crowd-sourced cooking recipes website

An OpenSource crowd-sourced cooking recipes website

21 Jul 31, 2022
COVID-19 case tracker in Dash

covid_dashy_personal This is a personal project to build a simple COVID-19 tracker for Australia with Dash. Key functions of this dashy will be to Dis

Jansen Zhang 1 Nov 30, 2021
Install packages with pip as if you were in the past!

A PyPI time machine Do you wish you could just install packages with pip as if you were at some fixed date in the past? If so, the PyPI time machine i

Thomas Robitaille 51 Jan 09, 2023
World Happiness Report is a publication of the Sustainable Development Solutions Network

World-Happiness-Report We are going to visualise what are the factors and which

Shubh Almal 1 Jan 03, 2023
A Brainfuck interpreter written in Python.

A Brainfuck interpreter written in Python.

Ethan Evans 1 Dec 05, 2021