capstone project python code

Analyze Financial Data with Python Capstone project

Hi Everyone,

Here is my Analyze Financial Data with Python Capstone project. Attached are the repository to github for the project code and the presentation of the recommended optimized investment portfolio (pdf). After doing this analysis and running the Markowitz based quadratic programming optimization, I am think I might actually invest in this portfolio and see if it performs as predicted by the theory. (Of course, past performance does not guarantee future performance!).

If you have any comments or suggestions for improvements to this work, please feel free to reply here. Thanks!

https://github.com/Eximio-Mark/Optimized-Investment-Portfolio

https://github.com/Eximio-Mark/Optimized-Investment-Portfolio/blob/main/Your%20Portfolio%20by%20TCG.pdf

Nice work! Indexing the stocks was a nice feature that improved clarity. You included multiple value metrics which was a very nice addition. Not sure if your 25th slide was the last. Not able to continue after this slide which is a pity as this last slide was the most interesting to me!

Way above and beyond. Michael

Hi Michael,

Thanks for the kind words. I am glad you liked it.

I made some changes to the functions for random portfolios and optimized portfolios. The old function for random portfolios did not create a good spread of possible weights. The portfolios generated by the old function are bunched up around the mean. The way the function works actually eliminates any extreme weightings to one or two components of a portfolio, probably unintentionally. I used a different method that spread the distribution of weightings across all of the possibilities, included the extremes.

With regard to the optimized portfolio function, the old version did not produce output with the actual weightings of the various portfolio options along the efficient frontier. I made some changes in order to get that output. Those weightings are needed to build a real investment portfolio!

Regarding the presentation, yes, page 25 is the last page. The majority of the stocks in the portfolio were historically high risk / high return. As a result, the entire efficient frontier of portfolios is somewhat shifted to higher risk portfolios. I wanted to quickly demonstrate to the reader that some lower risk portfolios could be produced by allocating some assets to bonds. Of course, this could also be somewhat accomplished by changing the stocks in the portfolio - fewer highly volatile stocks and more low risk options. But stock-only portfolios will always be shifted more towards risk while mixing in bonds can provide portfolio options all the way down to very low risk.

Hi, Did you make the jupyter notebook yourself or is it from the course?

You start out with a fresh, empty Jupyter notebook. You build it up from a blank sheet yourself. It’s easier to do than it might appear at first.

You can also use the examples of the project of other students to help guide you.

Note: If you use the random portfolios and optimization functions I made, be careful. I made some changes to them to get more complete results. They behave differently than the functions provided by Codecademy.

Thanks for the help.

The Ultimate Disassembler

Python tutorial for Capstone

1. basic sample.

Capstone has a very simple API, so it is very easy to write tools using the framework. To start, the below code disassembles some X86 binary, and prints out its assembly.

Readers can download the code from here . Output of this sample is like below:

The Python sample is intuitive, right? But just in case, readers can find below the explanation for each line of test1.py .

Line 2: Import Python module capstone before we do anything.

Line 4: Raw binary code we want to disassemble. The code in this sample is in hex mode.

Line 6: Initialize Python class for Capstone with class Cs . We need to give this class two arguments: the hardware architecture & the hardware mode. In this sample, we want to disassemble 64-bit code for X86 architecture.

Line 7: Disassemble the binary code with method disasm() of the class Cs class instance we created above. The second argument of disasm is the address of the first instruction, which is 0x1000 in this case. By default, disasm disassembles all the code until either there is no more code, or it encounters a broken instruction. In return, disasm gives back a list of instructions of the class type CsInsn , and the for loop here iterates this list.

Line 8: Print out some internal information about this instruction. Class CsInsn exposes all the internal information about the disassembled instruction that we want to access to. Some of the most used fields of this class are presented below.

2. Faster-simpler API for basic information

Example in section 1 uses disasm() method to retrieve CsInsn objects. This offers full information available for disassembled instructions. However, if all we want is just basic data such as address , size , mnemonic & op_str , we can use a lighter API disasm_lite() .

From version 2.1 , Python binding provides this new method disasm_lite() in Cs class. Unlike disasm() , disasm_lite() just returns tuples of ( address , size , mnemonic , op_str ). Benchmarks show that this light API is up to 30% faster than its counterpart.

Below is an example of disasm_lite() , which is self-explanatory.

3. Architectures and modes

At the moment, Capstone supports 8 hardware architectures with corresponding hardware modes, as follows.

Besides, there are few modes to be combined with basic modes above.

The way to combine extra modes with basic modes is to use the operand + . For example, the code below disassembles some Mips64 code in little endian mode.

4. More architecture-independent data for disassembled instructions

By default, Capstone do not generate details for disassembled instruction. If we want information such as implicit registers read/written or semantic groups that this instruction belongs to, we need to explicitly turn this option on , like in the sample code below.

However, keep in mind that producing details costs more memory, complicates the internal operations and slows down the engine a bit, so only do that if needed. If this is no longer desired, we can always reset the engine back to default state at run-time with similar method.

Details produced by Capstone provides access to a lot more internal data of the disassembled instruction than the fields introduced in the last sections. Note that these data are all architecture-independent.

The sample below shows how to extract out details on implicit registers being read by instructions, as well as all the semantic groups this instruction belongs to in some ARM binary.

Readers might already figure out how the code above work, as it is simple enough:

Line 2: Import arm module, since we want to work with ARM architecture here.

Line 6 ~ 7: Initialize engine with Arm mode for Arm architecture, then turn on detail feature.

Line 9: Disassemble the Arm binary, then iterate the disassembled instructions.

Line 10: In this example, we only care about some instructions, which is bl & cmp , and ignore everything else. All the constant numbers can be found in file arm_const.py in the source of Python binding.

Line 13: Check if this instruction implicitly reads any registers. If so, print out all register names

Line 16: While we can simply print out the register ID (which has int type), it is more friendly to print out register name instead. This can be done with method reg_name() , which receives the register ID as its only argument.

Line 19: Check if this instruction belongs to any semantic group. If so, print out all group ID.

Line 21 ~ 22: Print out all the group IDs in a loop.

The output of the above sample is like below.

5. Architecture-dependent details

When detail option is on, CsInsn provides a field named operands , which is a list of all operands of the instruction. Unlike the fields presented in section 4 above, this field is different for each architecture.

The sample below shows how to extract the details on instruction operands of ARM64 code.

The code looks a bit complicated, but actually pretty simple:

Line 12: Check if this instruction has any operands to print out.

Line 17 ~ 18: If this operand is register (reflected by type ARM64_OP_REG ), then print out its register name.

Line 19 ~ 20: If this operand is immediate (reflected by type ARM64_OP_IMM ), then print out its numerical value.

Line 21 ~ 22: If this operand is of type C-IMM (coprocessor register type, reflected by ARM64_OP_CIMM ), then print out its index value.

Line 23 ~ 24: If this operand is real number (reflected by type ARM64_OP_FP ), then print out its numerical value.

Line 25 ~ 35: If this operand is memory reference (reflected by type ARM64_OP_MEM ), then print out its base/index registers, together with offset value.

Line 37 ~ 42: If this operand uses shift or extender, print out their value.

Line 44 ~ 45: If this instruction writes back its value afterwards, print out that.

Line 46 ~ 47: Print out the code condition of this instruction.

Line 48 ~ 49: If this instruction update flags, print out that.

6. Run-time options

Besides the detail option previously introduced in section 4, Capstone can customize the engine at run-time, allowing us to set the assembly syntax or dynamically change engine’s mode.

6.1 Syntax option

By default, X86 assembly outputs in Intel syntax. To switch to AT&T syntax instead, we can simply set syntax option like below.

In case we want to return to Intel syntax, we can reset the syntax in the similar way:

6.2 Dynamically change disassemble mode at run-time

From version 2.0, we can dynamically change the engine’s mode at run-time thanks to a new option mode .

This is useful for example with Arm, where we might frequently switch between Arm & Thumb modes without having to create a new engine. This also happens with X86, where we might want to switch back and forth between protected-mode & real-mode code.

Below sample shows how to switch back and forth between Arm & Thumb modes at run-time.

7. Diet engine

From version 2.1, Capstone supports “diet” compilation option to minimize the engine for embedded purpose. The diet engine no longer updates some data fields of the CsInsn class, so these fields & some related APIs become irrelevant. See this documentation for further information.

8. More examples

This tutorial does not explain all the API of Capstone yet. Please find more advanced examples in source of test_*.py files under Python binding directory bindings/python in the Capstone source code.

Lesson 6. Capstone project: your first Python program—convert hours to minutes

After reading lesson 6 , you’ll be able to

Read your first programming problem
Walk through two possible solutions
Write your first Python program

Here are some of the main ideas you should be familiar with so far:

Programs are made up of a sequence of statements.
Some statements initialize variables.
Some statements can be expressions to do calculations.
Variables should be given descriptive and meaningful names, especially to help future programmers who might be looking at the code.
Some calculations you’ve seen so far are addition, subtraction, multiplication, division, remainder, and power.
You can convert an object to a different type.
The print command can be used to show output to the console.
You should write comments in the code to document what the code is doing.

The problem

The first programming task you’ll see is to write a program in Python that converts minutes to hours. You’ll start with a variable that contains the number of minutes. Your program will take that number, do some calculations, and print out the conversion to hours and minutes.

Your program should print the result in the following way. If the number of minutes is 121, the program should print this:

6.1. Think-code-test-debug-repeat

6.2. divide your task, 6.3. implement the conversion formula, 6.4. your first python program: one solution, 6.5. your first python program: another solution.

Welcome! This site is currently in beta. Get 10% off everything with promo code BETA10.

Python 301: Capstone Project

Introduction

Suggestions

Practice makes perfect.

In Python 301, you learned more advanced software development concepts, such as exception handling and testing. You also spent a good amount of time learning about object-oriented programming and applying it in practice, for example, in your web scraping project.

If you've followed through the whole course diligently and put in the necessary concentration and hours of training, then you've come a long way, and learned a great deal of programming in Python. Congratulations on your success :D

From here on out, the best way to continue to learn is to build more projects. You've covered all the basics and many intermediate programming concepts. There's always more to learn, but learning in a vacuum doesn't make much sense and is less likely to stick.

Your Capstone Challenge

To put a crown on your coursework, your next task will be to build a capstone project . Your capstone will be a larger-scale Python project that you'll build independently from scratch.

Here are a few suggestions of what you could do:

Build A Game : You can use Python for game development beyond just command-line games. Build on top of the CLI RPG idea you've worked on during this course, and implement a 2D adventure game using pygame .
Recipe Generator : Combine the code you wrote throughout this course to build a recipe generator that requests input from your users and finds recipes online that they might want to cook. You can combine API calls or web scraping code with a user-friendly CLI interface click or rich , or even take it a step further and build a GUI for your program using Tkinter , PyQT , or PySimpleGUI .

Both of these project ideas build on top of topics that you've already worked on during this course. They both also require you to expand your knowledge beyond the scope of this course and learn to work with a new package that you haven't worked with so far.

Info: As a developer, you'll always need to learn how to work with new packages that you haven't worked with before. One of the most important skills that you'll train by working through your capstone project is the ability to read the documentation of your package and find other learning resources online that can help you get ahead.

Both pygame and PyQT are also written in a highly object-oriented manner, which will give you the chance to keep training your OOP skills while working on your capstone project.

Choose Your Own Adventure

If something else interests you more, then by all means, pick that project idea instead. For your capstone, and moving beyond this course content to keep improving your skills, the most important aspect is that you're interested in what you're building.

The more motivation you have to create an idea that's in your head or that you found on a list of project ideas, the more likely you'll be to stick through the tough parts that always come for each project you'll work on.

Info: If you're enrolled in a bootcamp program , then make sure to discuss your capstone idea with them. If you're working through the content by yourself, then use the shared knowledge on Discord to brainstorm project ideas and get feedback from other learners.

The harder you train and the more projects you build, the better you'll get as a software developer.

Are you ready for your capstone task? Then, it's time to get started! Make sure to post about your progress on Discord .

Additional Resources

Pygame: Official Documentation
Real Python: Build an Asteroids Game With Python and Pygame
Tkinter Documentation
Real Python: GUI Programming with Tkinter
Real Python: Build a Tic-Tac-Toe Game With Python and Tkinter
PyQT Documentation: About PyQT
Real Python: GUI Programming With PyQt
PySimpleGUI Documentation
Real Python: PySimpleGUI: The Simple Way to Create a GUI With Python

capstone 5.0.1

pip install capstone Copy PIP instructions

Released: Aug 22, 2023

Capstone disassembly engine

Project links

View statistics for this project via Libraries.io , or by using our public dataset on Google BigQuery

License: BSD License

Author: Nguyen Anh Quynh

Requires: Python >=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*

Maintainers

Classifiers

OSI Approved :: BSD License
Python :: 2
Python :: 2.7
Python :: 3

Project description

To install Capstone, you should run pip install capstone .

If you would like to build Capstone with just the source distribution, without pip, just run python setup.py install in the folder with setup.py in it.

In order to use this source distribution, you will need an environment that can compile C code. On Linux, this is usually easy, but on Windows, this involves installing Visual Studio and using the "Developer Command Prompt" to perform the installation. See BUILDING.txt for more information.

By default, attempting to install the python bindings will trigger a build of the capstone native core. If this is undesirable for whatever reason, for instance, you already have a globally installed copy of libcapstone, you may inhibit the build by setting the environment variable LIBCAPSTONE_PATH. The exact value is not checked, just setting it will inhibit the build. During execution, this variable may be set to the path of a directory containing a specific version of libcapstone you would like to use.

If you don't want to build your own copy of Capstone, you can use a precompiled binary distribution from PyPI. Saying pip install capstone should automatically obtain an appropriate copy for your system. If it does not, please open an issue at https://github.com/aquynh/capstone and tag @rhelmot - she will fix this, probably!

Capstone is a disassembly framework with the target of becoming the ultimate disasm engine for binary analysis and reversing in the security community.

Created by Nguyen Anh Quynh, then developed and maintained by a small community, Capstone offers some unparalleled features:

Support multiple hardware architectures: ARM, ARM64 (ARMv8), Mips, PPC, Sparc, SystemZ, XCore and X86 (including X86_64).

Having clean/simple/lightweight/intuitive architecture-neutral API.

Provide details on disassembled instruction (called “decomposer” by others).

Provide semantics of the disassembled instruction, such as list of implicit registers read & written.

Implemented in pure C language, with lightweight wrappers for C++, C#, Go, Java, NodeJS, Ocaml, Python, Ruby & Vala ready (available in main code, or provided externally by the community).

Native support for all popular platforms: Windows, Mac OSX, iOS, Android, Linux, *BSD, Solaris, etc.

Thread-safe by design.

Special support for embedding into firmware or OS kernel.

High performance & suitable for malware analysis (capable of handling various X86 malware tricks).

Distributed under the open source BSD license.

Further information is available at http://www.capstone-engine.org

This project is released under the BSD license. If you redistribute the binary or source code of Capstone, please attach file LICENSE.TXT with your products.

Project details

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3.0.5rc2 pre-release

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Capstone Projects with Source code

In this article, we've compiled a variety of Capstone Project ideas. Aptly named 'Capstone Projects', these pivotal research endeavours or projects are typically undertaken in students' final year of study. Not only have we included the finished projects, but also their associated source codes, which can act as a useful reference for programming enthusiasts looking to enhance their coding abilities. These completed projects could, in turn, ignite the spark for future researchers to spawn unique capstone project ideas.

Choosing a topic is the most important and first stage in your capstone project journey as a student or researcher. If you choose a topic without giving it much thought, you may fail. To begin, make sure you’re passionate about the topic and convinced that the research portion will never tire you. Second, make sure it aligns with your curriculum and allows you to show your teacher what you’ve learned in class while still being applicable in the real world. The finished capstone project title ideas with the source code listed below may be useful to future researchers.

Free PHP Capstone Projetcs

Online Examination php project
School Management System php project
Attendance Management System php project
Online Admission System php project
Tours and Travels Project php project
Student Result Management php project
Online Jewellery Shopping php project
Online Shopping php project
Online art gallery php project
Online Matrimonial Website php project
Online Book Store project php project
Blood Bank Management System php project
Car Rental System php project
Online Food Ordering System Project in PHP
Hostel Management System Project in PHP
Student Result Management System Project in PHP
Online Voting System Project in PHP
Gym Management System Project in PHP
Leave Management System Project in PHP
Image Crop Project In PHP
Image Editor Project In PH P
Online Hotel Booking In PHP
College Management System Project In PHP
PHP Image Gallery Project Source Code
Online Notes Sharing Platform PHP
Travel Management System Project in PHP
House rental And Property Listing Project PHP
electricity bill payment Project in PHP MSQL
Expense Management System in php
Time Management System PHP
PHP Online File Storage Project
EVENT BOOKING SYSTEM IN PHP
Online Hotel Booking system in php
Online Doctor Appointment Booking System PHP
Visitor Management System in PHP
online chat application using php
PHP casino Project Black Jack Slots
Life Insurance Management System in PHP
Beauty Parlour Management System using PHP and MySQL
Vehicle Breakdown Assistance Management System Project in PHP Laravel
Online Time Table Generator PHP MYSQL
Online Lawyer Management System Project Using PHP MYSQL
Student Project Allocation System using PHP

Paid PHP Capstone Projects

Advance Online Examination php project
PHP Online Admission System Project
Airlines Reservation System PHP
School Billing System Project in PHP
School Bus Booking System project in PHP
Download Online Job Portal php project
Online Bus Booking System in PHP
Asset Management System Project in php
Railway Reservation System in php
Online Movie Ticket Booking System in php
Hospital Management System In PHP
inventory management system in php
GST billing System Project in PHP
Online Banking System Project in PHP
Complaint Management System Project in PHP
Online Blood Bank Project in PHP MYSQL
Online Mobile Shopping Project in PHP
Online Art Gallery Shop Project in PHP | Advance
User Management System Project in PHP
Online Crime Reporting System Project in PHP
Placement Management System Project in PHP
Crime Information Management System Project in PHP
Olx Clone Project in PHP
Online Bakery Shop In PHP
Event Management System In PHP
Online Hotel Management System In PHP
Employee Management System Project In PHP
Online Loan Management System In PHP
Online Food Ordering System In PHP | Advance
PHP CodeIgniter Complete Inventory
Library Management System In PHP
Online Car Cab Taxi Booking System Using PHP
Car Selling and Showroom Management PHP
Cyber Cafe Management System in PHP
ISP Management System php projects
Freelancing Website Project in PHP Mysql
Online Restaurant Table Booking System in Php
Online Furniture Shop Project in PHP
Garage Management System PHP
Courier Management System Project in PHP
Payroll Management System Project in PHP
Online RTO Management System Project IN PHP
Online Grocery Store Project in PHP Mysql
Online Fashion Store Project in PHP MYSQL
Hand Crafted Shopping Project in PHP MYSQL

Java Free Capstone Projects With Source Code

Airlines Reservation System Java Project
Banking System in Java Project
Currency Converter Java Project
Online Examination System Project in JSP servlet (Java)
Restaurant Management System Core Java Project
Bus Ticket Booking System Java and Jsp Mysql Project
Java Netbean Percentage Calculator Project
Online Banking System Project Core Java
Hospital Management System Java JSP Mysql
Online Medicine Shop Project in JSP Mysql
Text File Encryption Decryption Project in Java
Student Counselling system Core Java
Payroll Management System Java Swing
Attendance Management System Java Mysql
Cryptography Project in Java Netbeans
Movie Ticket Booking System Project in Java Mysql
Inventory Management System Java Mysql
Internet Service Provider Project on Java Mysql
Online Food Order Spring Boot Angular Mysql
Online Book Store Project in Spring Boot with Source Code

Java Paid Capstone Projects With Source Code

Sports Club Management System Project in Java
Pharmacy Management System In Java
Java Grocery Shop Billing Supermarket Billing
Online Food Ordering Project JAVA JSP MYSQL
Online Shopping Project in Java JSP Mysql
Online Tourism Management System in Java JSP Mysql
Leave Management Spring Boot Mysql Angular
Visa Processing System Project On Java, JSP And MySQL
Online Banking Spring Boot Angular Project
Student Auditorium Management Java JSP MySQL
Flight Reservation Spring Boot Angular Mysql Project
Online Pizza Ordering System Spring Boot Project
Online Food Ordering System Project in Spring Boot
Online Medical Shop Project in Spring boot, JPA and Mysql
Sales and Invoice Management System Spring Boot Project

Android Free Capstone Projects with Source Code

Attendance Management System android projects
Women Safety App android projects
Android Calculator App Project
Age Calculator android projects
Expense Tracker Android App
Budget Manager Android App
Android FTP Server
Android Fitness App Project
Padometer Android Step counter App
Android quiz app source code download
Image Steganography android studio project
Kotlin Android Job Allocation Project
Android Music Player Project
Android Location Alarm Project
Android Book Listing App Project
Student Marks Calculator Android Project
Medicine Reminder Android App Project
Income Tax and EMI Calculator Android App Project
Android GST Billing Project with Source Code
Covid19 Counter tracker Android App Project
Android Ludo game project with Source code
Android Tetris Game Project with Source Code
Android Text Encryption using Various Algorithms
Android Text to Speech Converter App Project
Android Simple Math Quiz app Project
Android Bouncing ball Project Source Code
Android Text to Speech App Project with Source code
Android Sudoku Game App Project with source code

Android Paid Capstone Project with Source Code

Android Weather App Project
Android Human Activity Recognition Tensorflow

Flutter Android Capstone Projects With Source Code

Flutter Quiz App Project with Source Code
Flutter Medicine Reminder App Project
Flutter Scientific Calculator App Project

Python Free Capstone Projects with source code

Contact Management System In PYTHON
Ludo Game Project In PYTHON
Hotel Management System Project in Python
Complaint Management System Project in Python
Pharmacy Management System Project In Python
Bank Management System Project in Python
Movie Rental Shop Management System Project in Python
Student Management System Project In Python
ATM Software Python Project
Hotel Management System Python Tkinter GUI
Django Medical Shop Management System
Online Job portal Project in Python Django
Covid-19 Hospital Management python django
GST Billing Project in Python Django
Online Banking System Project in Python Django
Online Book Store Project in Python Django
Weather Forecast Project In Python Django
Django School Management System Project
Food recommends based on your mood python django
Online Tiffin Service Mangement System Using Django
Iris Flower Classification with Decision Trees Web App
User Management System Python Django Project
Blog Website Project Using Python Django Project

Python Paid Capstone Projects with source code

Blood Bank Management System Python Web App
Python Django Online Food ordering System
Library Management System Django Python
Python Django College Management System
Python Django File Sharing Project
Online Examination System Project in Django
Online Assignment Submission Project in Django
Online Voting System in django
Hostel Management System Python Django
Bus Reservation System Project Python Django
ONLINE GYM MANAGEMENT SYSTEM IN PYTHON DJANGO
Online movie ticket booking Project in python django
Online Gas Booking Project in Python Django
Online Taxi Booking Python Django with Real time Map
Doctors Appointment System Django Project

Python Machine Learning Free Capstone Projects

Salary Prediction using Machine Learning Web App
Sentiment Analysis ML Flask Python Web App
IMDB Sentiment Analysis Machine Learning
Black Friday Sales Prediction project Machine Learning
Medical Insurance Cost Prediction Project in Python Flask
Insurance Claim Prediction Machine Learning Project
Image to Cartoon Python OpenCV Machine Learning
Artificial Intelligence Project Chess Game Python
Artificial Intelligence Project Handwritten Digits Recognition
Netflix Movie Recommendation System Project Machine Learning
Music Recommendation Based on Facial Expression
Handwritten digit recognition Python Flask
Cat Vs Dog Image Classification CNN Project
Age and Gender Detection Using Deep Learning Python Flask
Vehicle number plate detection Deep Learning Project
Employee Attrition Prediction using machine learning
Predicting Student Performance Using Machine Learning
Campus Recruitment Prediction with Source Code Python

Note : Any issue Related Installation or Others Contact Support Section

Python Machine Learning Paid Capstone Project

Movie Recommendation Python Django ,Machine Learning
Crime Data Analysis Project in Machine Learning
Multiple Disease Prediction using Machine Learning
Fake News Detection using Machine Learning
F ake Product Review Detection using Machine Learning
Diabetes Prediction using Machine Learning
Heart Disease Prediction using Machine Learning
Skin cancer Detection using Machine learning
Used Car Price Prediction Using Machine Learning
Loan Defaulter Prediction Machine Learning
Loan Eligibility Prediction Python Machine Learning
Live Face Mask Detection Project in Machine Learning
Hypo Thyroid Disease prediction Machine Learning
Credit Card Fraud Detection Machine Learning
Pneumonia Prediction Using chest x-ray Image
Breast Cancer Prediction Machine Learning Project Source Code
Book Recommendation System Project Machine Learning
NLP Spelling Correction Python Machine Learning
Road Lane Detection Computer Vision Python Flask
Forest wildfire detection from satellite images
Object detection Python Machine Learning Web App
Tomato Leaf Disease Prediction CNN Python Flask
Automated Answer Grading System machine learning
Fire Detection Using Surveillence Camera web app
Plant Disease Prediction using CNN Flask Web App
Rainfall Prediction using LogisticRegression Flask Web App
Crop Recommendation using Random Forest flask web app
Driver Distraction Prediction Using Deep Learning, Machine Learning
Brain Stroke Prediction Machine Learning Source Code
Chronic kidney disease prediction Flask web app
Weapon Detection System Using CNN FLask Web app
AI Healthcare chatbot project python with source code
Ai Mental Health Chatbot project python with source code

Here the Lists of Cpastone Projects Ideas

Online Examination Capstone Project
Attendance Management System Capstone Project
Online Admission System Capstone Project
Tours and Travels Project Capstone Project
Online Jewellery Shopping Capstone Project
Online art gallery Capstone Project
Online Matrimonial Website Capstone Project
Online Book Store project Capstone Project
Blood Bank Management System Capstone Project
Car Rental System Capstone Project
Online Food Ordering System Capstone Project
Hostel Management System Capstone Project
Advance Online Examination Capstone Project
School Management System Capstone Project
School Billing System Capstone Project
Download Online Job Portal Capstone Project
Online Shopping Capstone Project
Online Bus Booking System in Node.js
Asset Management System Capstone Project
Railway Reservation System in Node.js
Online Movie Ticket Booking System in Node.js
Hospital Management System In Node.js
inventory management system in Node.js
GST billing System Capstone Project
Online Banking System Capstone Project
Complaint Management System Capstone Project
Online Voting System Capstone Project
Courier Management System Capstone Project
Pharmacy Management System Capstone Project
Online Discussion Forum Capstone Project
Social Networking Node.js Capstone Project
Mailing Server Capstone Project
Online Notice Board Capstone Project
Timetable Generator Capstone Project
Online Housing Property Portal Capstone Project
Responsive Social Networking System Capstone Project
Online E-Book Trading System Capstone Project
Silent Web Auctioning System Capstone Project
Online Crime Compliant Center Capstone Project
Online Shopping Mart using Responsive Design Capstone Project
Smartphone Fabric Showroom Capstone Project
Online Career Portal System in Responsive Capstone Project
Advanced Hospital Administration System Capstone Project
Consumer Complaint Handling System Capstone Project
Social Media Platform for College Capstone Project
Responsive Net Banking System Capstone Project
Human Payroll and Task Lifecycle System Capstone Project
Online Examination System via Multiple Ports Capstone Project
Hostelworld Capstone Project
Invoice Management System Capstone Project
Online Banking System in Capstone Project
Cinema Booking System Capstone Project
Online Scholl Billing System Capstone Project
Insurance Management System Capstone Project
Student Supervision System Capstone Project
Hospital Management System Capstone Project
Result Management System Capstone Project
Library Management System Capstone Project
GST enable Billing Software Capstone Project
Online Health Shopping Portal Capstone Project
College Forums Capstone Project
Sql Injection Prevention System Capstone Project
Automated Timetable Generator Capstone Project
College Admission Predictor Capstone Project
College Social Network Project Capstone Project
CRM For Internet Service Provider Capstone Project
Customer Focused Ecommerce Site With AI Bot project
ERP System For College Management Capstone Project
Secure E Learning Using Data Mining Techniques Capstone Project
Predicting User Behavior Through Sessions Web Mining Capstone Project
Online Book Recommendation Using Collaborative Filtering Capstone Project
Movie Success Prediction Using Data Mining Capstone Project
Monitoring Suspicious Discussions On Online Forums Capstone Project
Fake Product Review Monitoring & Removal For Genuine Ratings Node.js
Detecting E Banking Phishing Using Associative Classification Capstone Project
A Commodity Search System For Online Shopping Using Web Mining Capstone Project
Secure Online Auction System Capstone Project
School Security System (SSS) using RFID Capstone Project
Filtering political sentiment in social media from textual information Capstone Project
Evaluation of Academic Performance of Students with Fuzzy Logic Capstone Project
Document Sentiment Analysis Using Opinion Mining Capstone Project
Crime Rate Prediction Using K Means Capstone Project
Secure Electronic Fund Transfer Over Internet Using DES Capstone Project
Student Information Chatbot Project Capstone Project
Efficient Doctor Patient Capstone Project
Sentiment Analysis For Product Rating Capstone Project
E Commerce Product Rating Based On Customer Review Mining Capstone Project
Opinion Mining For Restaurant Reviews Capstone Project
Smart Health Prediction Using Data Mining Capstone Project
Real Estate Search Based On Data Mining Capstone Project
Opinion Mining For Social Networking Site Capstone Project
Online Election System Project Capstone Project
The Cibil System Project Capstone Project
Advanced Mobile Store Capstone Project
Banking Bot Project Capstone Project
Farming Assistance Web Service Capstone Project
Software Piracy Protection Project Capstone Project
Online Diagnostic Lab Reporting System Capstone Project
Online Loan Application & Verification System Capstone Project
Sentiment Based Movie Rating System Capstone Project
Matrimonial Portal Project Capstone Project
Online Herbs Shopping Project Capstone Project
Online Bakery Shop System Capstone Project
Daily Expense Tracker System Capstone Project
Course Material Distribution System Capstone Project
Credit Card Fraud Detection Project Capstone Project
Mumbai Dabbawala Project Capstone Project
Online Furniture Shop Project Capstone Project
Computer Assembly Website Capstone Project
Car Comparison System Project Capstone Project
Salon management System Capstone Project
Cricket Club Management Project Capstone Project
Online Blood Bank Project Capstone Project
Campus Recruitment System Capstone Project
Garment Shop Management System Capstone Project
Computer Shop Management System Capstone Project
Bus Ticket Booking System Capstone Project
Shoe Store Management System Capstone Project
Grocery Shop Management System Capstone Project
Train Ticket Booking System Capstone Project
Gift Shop Management System Capstone Project
Movie Ticket Booking System Capstone Project
Hotel Booking System Capstone Project
Employee Management System Capstone Project
Tailoring Management System Capstone Project
Visitors Gate Pass Management System Capstone Project
Leave Management System Capstone Project
User Management System Capstone Project
Home Kitchen Capstone Project
Train Enquiry System Capstone Project
Internet Banking System Capstone Project
Web Template Management System Capstone Project
Student Task Management System Capstone Project
Document Tracking System Capstone Project
Medical Information System Capstone Project
Food Ordering System Capstone Project
Hospital Appointment System Capstone Project
Airlines Ticket Booking System Capstone Project
Gym Management System Capstone Project
Vehicle Management System Capstone Project
University Bulletin Board Capstone Project
Payroll Management System Capstone Project
Project Synopsis Download Capstone Project
Car Sharing System Capstone Project
Airlines Reservation System (Capstone Project
Clinic Appointment System Capstone Project
DOEACC Projects Download Capstone Project
Clinic Management System Capstone Project
Airlines Reservation System Capstone Project
Capstone Project on Android Vehicle Tracking with Speed Limiting,
Capstone Project on Android based QR Parking Booking,
Capstone Project on Multi Restaurant Food Ordering & Management System,
Capstone Project on Android Smart Ticketing System using RFID,
Capstone Project on Financial Status Analysis Using Credit Score Rating Based On Android,
Capstone Project on Android Query Generator,
Capstone Project on Android Attendance System Using RFID,
Capstone Project on Android General Knowledge Chatbot,
Capstone Project on Android Based Self Attendance System Using OTP,
Capstone Project on Android Vehicle Toll Payment System,
Capstone Project on Android Task Monitoring,
Capstone Project on Automated Canteen Ordering System using Android,
Capstone Project on RFID Based Automatic Traffic Violation Ticketing,
Capstone Project on Android Based Visual Product Identification For The Blind,
Capstone Project on Android Offloading Computation Over Cloud,
Capstone Project on Railway Ticket Booking System Using QR Codes,
Capstone Project on Secure Digi Locker Application,
Capstone Project on Android Campus Recruitment System,
Capstone Project on Android File Manager Application Project,
Capstone Project on Voice Assistant For Visually Impaired,
Capstone Project on Your Personal Nutritionist Using FatSecret API,
Capstone Project on Mobile Based Attendance System,
Capstone Project on Pill Reminder and Medication Tracker using OCR,
Capstone Project on Face Detection Using Mobile Vision API,
Capstone Project on Child Monitoring System App,
Capstone Project on Floating Camera Widget Android,
Capstone Project on Android Geo Fencing App Project,
Capstone Project on Railway Ticket Booking System Using Qr Code,
Capstone Project on Restaurant Table Booking Android Application,
Capstone Project on Secure File Sharing Using Access Control,
Capstone Project on Android Video Encryption & Sharing,
Capstone Project on Android Expiry Reminder App Using OCR,
Capstone Project on Android Step Counter App,
Capstone Project on Android Boat Crossing Game App,
Capstone Project on Calorie Calculator & Suggester Android App,
Capstone Project on Android Text Encryption Using Various Algorithms,
Capstone Project on Android Smart Ticketing Using Rfid,
Capstone Project on Android Battery Saver System,
Capstone Project on Android Based Encrypted SMS System,
Capstone Project on Advanced Tour Guide,
Capstone Project on Android Attendance System,
Capstone Project on Public News Droid,
Capstone Project on Fingerprint Authenticated Secure Android Notes,
Capstone Project on Product Review Analysis For Genuine Rating,
Capstone Project on Android Smart City Traveler,
Capstone Project on Android Campus Portal With Graphical Reporting,
Capstone Project on Mobile Wallet With Merchant Payment Using Android,
Capstone Project on Android Crime Reporter & Missing Person Finder,
Capstone Project on Android Graphical Image Password Project,
Capstone Project on Android Based School Bus Tracking System,
Capstone Project on Android Based Vehicle Tracking Project,
Capstone Project on Android Based Electronic Appliance Comparison Project,
Capstone Project on Android Musical Instrument Store Project,
Capstone Project on Android Book Store Project,
Capstone Project on Android Smart Alarm System,
Capstone Project on Android Customer Relationship Management App,
Capstone Project on Geo Trends Classification Over Maps Android,
Capstone Project on Android Graphical Information System,
Capstone Project on PC Control By Android Over Internet,
Capstone Project on Android Phone Theft Security With GPS Tracking,
Capstone Project on Smart Android Graphical Password Strategy,
Capstone Project on Android Group Expense Tracker Application,
Capstone Project on Smart Health Consulting Android System,
Capstone Project on Android Sentence Framer Application,
Capstone Project on Android Expense Tracker,
Capstone Project on Android Multi Layer Pattern Locking Project,
Capstone Project on Android Based Universal Ticketing Project,
Capstone Project on Android Civil Administration Reporting Project,
Capstone Project on Student Faculty Document Sharing Android Project,
Capstone Project on Android Local Train Ticketing Project,
Capstone Project on Android Patient Tracker,
Capstone Project on Android Pc Controller Using Wifi,
Capstone Project on Vehicle Tracking Using Driver Mobile Gps Tracking,
Capstone Project on Android Customer Relationship Management System,
Capstone Project on Android Employee Tracker,
Capstone Project on Android – PC Chatting & Image Sharing System,
Capstone Project on Android Tourist Guide Project,
Capstone Project on Android AI Diet Consultant,
Capstone Project on Automated Payroll With GPS Tracking And Image Capture,
Capstone Project on Android Blood Bank,
Capstone Project on Mobile Quiz Through WiFi Project,
Capstone Project on Wireless Indoor Positioning System,
Capstone Project on Android Voting System,
Capstone Project on Bus Pass Android Project,
Capstone Project on Hotel Reservation Android,
Capstone Project on Android Bluetooth Chat,
Capstone Project on Android Based Parking Booking System,
Capstone Project on Photo Viewer Android Project,
Capstone Project on Android File finder and Sorting,
Capstone Project on Android Inventory Tracker,
Capstone Project on Android Places Finder Project,
Capstone Project on Android Electricity Bill Payment Project,
Capstone Project on Android Tour & Travel Agency Project,
Capstone Project on Android Law System Project,
Capstone Project on Wifi Library Book Locator Project,
Capstone Project on Grocery Shopping Android,
Capstone Project on Android Based Furniture Shopping,
Capstone Project on Android location Alarm,
Capstone Project on Medical Search Engine Project,
Capstone Project on Android Joystick Application,
Capstone Project on Mobile Attendance System Project,
Capstone Project on College Selector App,
Capstone Project on Android Dabbawala Project,
Capstone Project on Intelligent Tourist System Project,
Capstone Project on Android Merchant Application Using Qr,
Capstone Project on Android Vehicle Tracking Application,
Capstone Project on University Referencing of Bibliography Android With Barcode Scan,
Capstone Project on For Electronics/Communication,
Capstone Project on Android Powered Juice Vending Machine,
Capstone Project on Smart Floor Cleaner Robot Using Android,
Capstone Project on Motion Based Maze Solver Using Android,
Capstone Project on Wearable Health Monitoring System Project,
Capstone Project on Android Antenna Positioning System,
Capstone Project on Hovercraft Controlled By Android,
Capstone Project on DC Motor Speed Control By Android,
Capstone Project on Android Controlled Railway Level Gate Control,
Capstone Project on Voice Controlled Robotic Vehicle,
Capstone Project on Android Controlled Robotic Arm,
Capstone Project on Android Military Spying & Bomb Disposal Robot,
Capstone Project on Android Password Based Remote Door Opener System Project,
Capstone Project on Android Controlled Automobile,
Capstone Project on Voice Based Notice Board Using Android,
Capstone Project on Android Controlled Wildlife Observation Robot,
Capstone Project on Home Automation Using Android,
Capstone Project on Android Home Automation Using PIC,
Capstone Project on Voice Controlled Home Automation Using Android,
Capstone Project on Android Controlled Remote Password Security,
Capstone Project on Android Controlled Remote AC Power Control,
Capstone Project on Robot Controlled By Android Application,
Capstone Project on Home Appliance Control Using Android Application Project,
Capstone Project on Android Controlled Fire Fighter Robot,
Capstone Project on Android Controlled Based Spy Robot With Night Vision Camera,
Capstone Project on Android Controlled Pick And Place Robotic Arm Vehicle Project,
Capstone Project on Android Controlled Induction Motor with 7 segment display,
Capstone Project on Medical Helper Using OCR,
Capstone Project on Android-Based Encrypted SMS System,
Capstone Project on Tour Guide,
Capstone Project on Android-Based School Bus Tracking System,
Capstone Project on Android-Based Vehicle Tracking Project,
Capstone Project on Android-Based Electronic Appliance Comparison Project,
Capstone Project on Android Multi-Layer Pattern Locking Project,
Capstone Project on Android-Based Universal Ticketing Project,
Capstone Project on Student-Faculty Document Sharing Android Project,
Capstone Project on Android-Based Parking Booking System,
Capstone Project on Android-Based Furniture Shopping,
Capstone Project on university Referencing of Bibliography Android With Barcode Scan,
Capstone Project on Herb & Grocery Shopping Android App,
Capstone Project on Dementia Virtual Memory App,
Capstone Project on Android Messenger App,
Capstone Project on Barbershop Service Booking App,
Capstone Project on Fitness App With Workout Diet & Motivation,
Capstone Project on Emergency Ambulance Booking App,
Capstone Project on Waste Food Management & Donation App,
Capstone Project on Doctor Appointment Booking & Live Chat App,
Capstone Project on Android Blood Donation & Blood Bank Finder,
Capstone Project on Online Driver Hiring Android App,
Capstone Project on Retail Store Inventory & POS Checkout App,
Capstone Project on Gym Trainer & Progress Tracker App,
Capstone Project on Accident Detection & Alert Android App,
Capstone Project on Android Personal Safety App,
Capstone Project on Android College Connect Chat App,
Capstone Project on Tour Recommender App Using Collaborative Filtering,
Capstone Project on Instant Plasma Donor Recipient Connector Android App,
Capstone Project on Hourly Bicycle Rental Android App,
Capstone Project on Covid Contact Tracing Android Application,
Capstone Project on Android Bookaholics Circle,
Capstone Project on Advanced CRM Android Application,
Capstone Project on Android Micro Drone With Obstacle Detector,
Capstone Project on Android Geo Fencing App for Workforce Tracking,
Capstone Project on Android College Attendance System,
Capstone Project on Android OCR Snap & Share Application,
Capstone Project on Cab Booking Android Application,
Capstone Project on Android Food order and delivery app,
Capstone Project on Currency Detector App for Visually Impaired,
Capstone Project on Android Women Safety App,
Capstone Project on Android Voice Based Train Time-Table,
Capstone Project on Voice Authentication App using Microsoft Cognitive Services,
Capstone Project on Organ Donation Android Application,
Capstone Project on Smart Home Automation System with Light Dimmer,
Capstone Project on Graphical Password Authentication for Android App using Persuasive Cued Click Point,
Capstone Project on Custom Keyboard Android App,
Capstone Project on Face Authentication App using Microsoft’s Cognitive Service,
Capstone Project on Arduino based Snake Robot Controlled using Android Application,
Capstone Project on Daily Route Planner,
Capstone Project on Friendly Map Android Application for Disabled People,
Capstone Project on Trip Planner Android Application,
Capstone Project on Android Paper Free Document Sharing App Project,
Capstone Project on Android Smart Sticky Notes Application Project,
Capstone Project on Library Management System with SMS Autoreply,
Capstone Project on Personal diary for Visually Impaired with Microsoft Cognitive Services,
Capstone Project on Image Analysis Application & Image Insight using Google’s Cloud Vision API,
Capstone Project on Traffic Rules and Traffic Signs Quiz APP,
Capstone Project on Location Finder App using Android Phone & Cloud Vision API,
Capstone Project on Zapdroid Project: Managing Used Applications on Smartphones,
Capstone Project on Android Smart Health Monitoring System,
Capstone Project on Android Auction System App Project,
Capstone Project on Vehicle Number Plate Recognition using Android,
Capstone Project on V App : E College System for Blind Students,
Capstone Project on Android Place Marker,
Capstone Project on Android Help Assistance Near Me,
Capstone Project on Canteen Automation System using Android,
Capstone Project on Home automation system,
Capstone Project on Simple Calculator,
Capstone Project on eRestaurant Online Shopping For Food,
Capstone Project on Reminder App,
Capstone Project on Android controlled robot,
Capstone Project on Quiz Application,
Capstone Project on Net classified Based Mobile App,
Capstone Project on Simple Tic-Tac-Toe,
Capstone Project on Interfacing a Laser LED with Arduino,
Capstone Project on Stopwatch,
Capstone Project on Child Safety App,
Capstone Project on To Do App,
Capstone Project on Remote AC power control,
Capstone Project on Roman to decimal converter,
Capstone Project on emedicine Prescription – Recommendation Android App,
Capstone Project on Virtual Dice Roller,
Capstone Project on Voice controlled robotic vehicle,
Capstone Project on Scientific Calculator App,
Capstone Project on EGG Production Management System,
Capstone Project on SMS App,
Capstone Project on Android password based remote door opener system,
Capstone Project on Smart Alarm Setter,
Capstone Project on Car Pooling Project,
Capstone Project on Fake Call Timer,
Capstone Project on Automatic brightness control of the device,
Capstone Project on Online Matrimonial Android App,
Capstone Project on Digital Panchayat Services through Android Application,
Capstone Project on Tourist Guide Application,
Capstone Project on Building Construction Planner,
Capstone Project on Flip Image App,
Capstone Project on Where Are You – Location finder,
Capstone Project on Lost and Found System,
Capstone Project on Catering Booking Android App,
Capstone Project on Recipe App,
Capstone Project on Online Food Delivery Project,
Capstone Project on Survey Land Registration System App,
Capstone Project on Movers and Packers App with tracking,
Capstone Project on Android app for Online Examination and Results System,
Capstone Project on Smart Car Parking App,
Capstone Project on House Rental Management App,
Capstone Project on Emergency Distress Signal (SOS),
Capstone Project on E-bridging between the teachers and students,
Capstone Project on Graphical Password Authentication for Android App,
Capstone Project on Smart Online Examination and Result App,
Capstone Project on Location Based Garbage Management System,
Capstone Project on Blood Bank App,
Capstone Project on Music Application,
Capstone Project on Food wastage reduction android project,
Capstone Project on Online Municipality Complaint Registration and Management System,
Capstone Project on Organ Donation Management App,
Capstone Project on Bicycle Rental App,
Capstone Project on Real-time OnRoad Vehicle Breakdown Help Assistance,
Capstone Project on Smart Home Lights Automation,
Capstone Project on Vehicle Number Plate Recognition App,
Capstone Project on Hospital Management System,
Capstone Project on Android Auction App,
Capstone Project on Health Monitoring System,
Capstone Project on evoting Android App Using OTP and Photo Matching Voting system,
Capstone Project on Calorie Calculator App,
Capstone Project on Nearby help assistant app,
Capstone Project on eCrime Identification Using Face Matching android project,
Capstone Project on Ticketing System using RFID,
Capstone Project on Android Query Generator App,
Capstone Project on Finding Lost Debit Card Security Based Android App,
Capstone Project on Patient Tracking Application,
Capstone Project on Easy Document Sharing App,
Capstone Project on Farmers Agriculture using E-Digital Marketing Shop,
Capstone Project on Android Voting project,
Capstone Project on Voice based Train Time-Table Project,
Capstone Project on Android App for Student Attendance System,
Capstone Project on Online restaurants seat booking system,
Capstone Project on Grocery Shopping Android App,
Capstone Project on Android Operation Schedule Management System,
Capstone Project on Android eCommerce for Women Handicraft Shopping,
Capstone Project on e-Vaccination management System Android app,
Capstone Project on Android App for online Super Market,
Capstone Project on Gas agency system android app,
Capstone Project on Online Movie Booking based Android App,
Capstone Project on Library Management System with SMS,
Capstone Project on eAyurvedic Doctor Mobile Application,
Learning Gladiator Capstone Project
Play Money Ball Capstone Project
Machine Learning Baseball
Predict Stock Prices Capstone Project
Stock Price Predictor Capstone Project
Handwritten Text Recognition with TensorFlow Capstone Project
Investigate Enron Fraud Analysis with Capstone Project
Write ML Algorithms from Scratch Capstone Project
Mine Social Media Sentiment Capstone Project
Improve Health Care Capstone Project
Iris Data Capstone Project
Loan Prediction Data Capstone Project
Bigmart Sales Data Capstone Project
Boston Housing Data Capstone Project
Time Series Analysis Data Capstone Project
Wine Quality Data Capstone Project
Turkiye Student Evaluation Data Capstone Project
Heights and Weights Data Capstone Project
Intermediate Level Capstone Project
Black Friday Data Capstone Project
Human Activity Recognition Data Capstone Project
Siam Competition Data Capstone Project
Trip History Data Capstone Project
Million Song Data Capstone Project
Census Income Data Capstone Project
Movie Lens Data Capstone Project
Twitter Classification Data Capstone Project
Advanced Level Capstone Project
Identify your Digits Capstone Project
Urban Sound Classification Capstone Project
Vox Celebrity Data Capstone Project
ImageNet Data Capstone Project
Chicago Crime Data Capstone Project
Age Detection of Indian Actors Data Capstone Project
Recommendation Engine Data Capstone Project
VisualQA Data Capstone Project
Nonlinear Reconstruction of Genetic Networks Implicated Capstone Project
Identifying Gender From Facial Features Capstone Project
Equation to LaTeX Capstone Project
Intensity prediction using DYFI Capstone Project
Artificial Intelligence on the Final Frontier Capstone Project
Life Expectancy Post Thoracic Surgery Capstone Project
Making Sense of the Mayhem- Machine Learning and March Madness Capstone Project
Better Reading Levels through Machine Learning
What are People Saying about Net Neutrality Capstone Project
Bird Species Identification from an Image Capstone Project
Stay Alert.Aditya Sarkar Capstone Project
A bigram extension to word vector representation Capstone Project
Mining for Confusion – Classifying Affect in MOOC Learners’ Discussion Forum Posts Capstone Project
Cardiac Arrhythmias Patients Capstone Project
Prediction of Average and Perceived Polarity in Online Journalism Capstone Project
Cardiac Dysrhythmia Detection with GPU-Accelerated Neural Networks Capstone Project
Nicolas Sanchez Ruck Those Stats Capstone Project
Classifying Wikipedia People Into Occupations Capstone Project
Classification of Soil Contamination Capstone Project
Automated Essay Grading Capstone Project
Relative and absolute equity return prediction using supervised learning Capstone Project
Seizure Prediction from Intracranial EEG Recordings Capstone Project
Predicting Seizure Onset with Intracranial Electroencephalogram(EEG)Capstone Project
Classifying Complex Legal Documents Capstone Project
Machine Learning Applied to the Detection of Retinal Blood Vessels Capstone Project
Survival Outcome Prediction for Cancer Patients Capstone Project
Predicting Cellular Link Failures to Improve User Experience on Smartphones Capstone Project
Yelp Personalized Reviews Capstone Project
KMeansSL Capstone Project
Strength in numbers_ Modelling the impact of businesses on each other Capstone Project
Correlation Based Multi-Label Classification Capstone Project
Landmark Recognition Using Machine Learning Capstone Project
CarveML an application of machine learning to file fragment classification Capstone Project
rClassifier Capstone Project
Using Vector Representations to Augment Sentiment Analysis Capstone Project
Analyzing Vocal Patterns to Determine Emotion Capstone Project
Predicting the Commercial Success of Songs Based on Lyrics and Other Metrics Capstone Project
Application Of Machine Learning To Aircraft Conceptual Design Capstone Project
Extracting Word Relationships from Unstructured Data Capstone Project
Machine Learning for Predicting Delayed Onset Trauma Following Ischemic Stroke Capstone Project
Classifying Online User Behavior Using Contextual Data Capstone Project
Real Time Flight Path Optimization Under Constraints Using Surrogate Flutter Function Capstone Project
Real-Time Dense Map Matching with Naive Hidden Markov Models Delay versus Accuracy Capstone Project
Prediction Function from Sequence in Venom Peptide Families Capstone Project
Restaurant Recommendation System Capstone Project
Home Electricity Load Forecasting Capstone Project
Learning Dota 2 Team Compositions Capstone Project
Applying Deep Learning to derive insights about non-coding regions of the genome Capstone Project
Classification of Higgs Jets as Decay Products of a Randall-Sundrum Graviton at the ATLAS Experiment Capstone Project
SemenFertilityPrediction.Axel Guyon,Florence Koskas,Yoann Buratti Capstone Project
Sentiment Analysis Using Semi-Supervised Recursive Autoencoders and Support Vector Machines Capstone Project
Classifying Syllables in Imagined Speech using EEG Data Capstone Project
Abraham Starosta-Typeguess Capstone Project
Predicting Usefulness of Yelp Reviews Capstone Project
Predicting Soccer Results in the English Premier League Capstone Project
Detecting Heart Abnormality using ECG with CART Capstone Project
Down and Dirty with Data Capstone Project
Hierarchical Classification of Amazon Products Capstone Project
Predicting high-risk countries for political instability and conflict Capstone Project
Machine Learning Implementation in live-cell tracking Capstone Project
Any Given Sunday Capstone Project
P300 Error Detection Capstone Project
Automated Canvas Analysis for Painting Conservation Capstone Project
Office Appliance Classification Capstone Project
Sentiment Analysis on Movie Reviews Capstone Project
Predicting Mobile Application Success Capstone Project
Modeling Activity Recognition Using Physiological Data Collected from Wearable Technology Capstone Project
Neural Network Joint Language Model.Charles Qi.[pdf]
Yelp Recommendation System Using Advanced Collaborative Filtering Capstone Project
Prediction of Yelp Review Star Rating using Sentiment Analysis Capstone Project
Classification of Bad Accounts in Credit Card Industry Capstone Project
Classification Of Musical Playing Styles Capstone Project
Email Filtering By Response Required Capstone Project
Forecasting Utilization in City Bike-Share Program Capstone Project
Recommender.Christopher Aberger Capstone Project
Predicting Cell Type-Specific Chromatin States from Genetic Regulatory Networks Capstone Project
Pose Estimation Based on 3D Models Capstone Project
Visual Localization and POMDP for Autonomous Indoor Navigation Capstone Project
Contours and Kernels-The Art of Sketching Capstone Project
Indoor Positioning System Using Wifi Fingerprint Capstone Project
Predicting air pollution level in a specific city Capstone Project
Prediction of Transcription Factors that Regulate Common Binding Motifs Capstone Project
Multi-class motif discovery in keratinocyte differentiation Capstone Project
Defensive Unit Performance Analysis Capstone Project
Diagnosing Malignant versus Benign Breast Tumors via Machine Learning Techniques in High Dimensions Capstone Project
Hacking the Hivemind Capstone Project
Diagnosing Parkinson’s from Gait Capstone Project
Implementing Machine Learning Algorithms on GPUs for Real-Time Traffic Sign Classification Capstone Project
Vignette Capstone Project
Machine Learning In JavaScript Capstone Project
Searching for exoplanets in the Kepler public data Capstone Project
Model Clustering via Group Lasso Capstone Project
Improving Positron Emission Tomography Imaging with Machine Learning Capstone Project
Algorithmic Trading of Futures via Machine Learning.David Montague Capstone Project
Topic based comments exploration for online articles Capstone Project
Personal Legal Counselor and Interpreter of the Law via Machine Learning Capstone Project
Personalized Web Search Capstone Project
Detecting Ads in a Machine Learning Approach Capstone Project
Predicting Mitochondrial tRNA Modification Capstone Project
Collaborative Neighborhoods Capstone Project
Estimation of Causal Effects from Observational Study of Job Training Program Capstone Project
Deep Leraning Architecture for Univariate Time Series Forecasting Capstone Project
Solomon Capstone Project
Automatic detection of nanoparticles in tissue sections Capstone Project
Implementation of Deep Convolutional NeuralNet on a DSP Capstone Project
Evergreen or Ephemeral – Predicting Webpage Longevity Through Relevancy Features Capstone Project
MacMalware Capstone Project
Extractive Fiction Summarization Using Sentence Significance Scoring Models Capstone Project
Identifying And Predicting Market Reactions To Information Shocks In Commodity Markets Capstone Project
An EM-Derived Approach to Blind HRTF Estimation Capstone Project
The Many Dimensions of Net Neutrality Capstone Project
Learning To Predict Dental Caries For Preschool Children Capstone Project
Information based feature selection Capstone Project
Identifying Elephant Vocalizations Capstone Project
Predicting Protein Fragment Binding Capstone Project
Bike Share Usage Prediction in London Capstone Project
Localized Explicit Semantic Analysis Capstone Project
Robo Brain Massive Knowledge Base for Robots Capstone Project
Understanding Music Genre Similarity Capstone Project
Correlated Feature Selection for Single-Cell Phenotyping Capstone Project
Activity Recognition in Construction Sites Using 3D Accelerometer and Gyrometer Capstone Project
Event-based stock market prediction Capstone Project
Recommendation Based On User Experience Capstone Project
Spectrum Adaptation in Multicarrier Interference Channels Capstone Project
Exploring Potential for Machine Learning on Data About K-12 Teacher Professional Development Capstone Project
Player Behavior and Optimal Team Compositions for Online Multiplayer Games Capstone Project
Algorithmic Trading Strategy Based On Massive Data Mining Capstone Project
Face Detection And Recognition Of Drawn Characters Capstone Project
Gene Expression Analysis Of HCMV Latent Infection Capstone Project
A New Kalman Filter Method Capstone Project
Using Tweets for single stock price prediction Capstone Project
Naïve Bayes Classifier And Profitability of Options Gamma Trading Capstone Project
Vector-based Sentiment Analysis of Movie Reviews Capstone Project
A General-Purpose Sentence-Level Nonsense Detector Capstone Project
Characterizing Genetic Variation in Three Southeast Asian Populations Capstone Project
Machine Learning for the Smart Grid Capstone Project
Predicting Africa Soil Properties Capstone Project
Automated Bitcoin Trading via Machine Learning Algorithms Capstone Project
SkatBot Capstone Project
Tradeshift Text Classification Capstone Project
New York City Bike Share Capstone Project
Predicting Seizure Onset in Epileptic Patients Using Intercranial EEG Recordings Capstone Project
Predicting Foster Care Exit Capstone Project
Yelp Recommendation System Capstone Project
Predicting National Basketball Association Game Winners Capstone Project
Predicting Yelp Ratings From Business and User Characteristics Capstone Project
Predicting Popularity of Pornography Videos Capstone Project
Accurate Campaign Targeting Using Classification Algorithms Capstone Project
Forecasting Bike Rental Demand Capstone Project
Predicting User Following Behavior On Tencent Weibo Mac
ine Learning projects
Improving Taxi Revenue With Reinforcement Learning Capstone Project
Learning Facial Expressions From an Image Capstone Project
All Your Base Are Belong To Us English Texts Written by Non-Native Speakers Capstone Project
Identifying Regions High Turbidity Capstone Project
A Comparison of Classification Methods for Expression Quantitative Trait Loci Capstone Project
Predicting Mobile Users Future Location Capstone Project
Machine Learning Madness Capstone Project
Semi-Supervised Learning For Sentiment Analysis Capstone Project
Legal Issue Spotting Capstone Project
A novel way to Soccer Match Prediction Capstone Project
Morphological Galaxy Classification Capstone Project
Predicting Helpfulness Ratings of Amazon Product Reviews Capstone Project
Predicting Course Completions For Online Courses Capstone Project
An Adaptive System For Standardized Test Preparation Capstone Project
Single Molecule Biophysics Machine Learning For Automated Data Processing Capstone Project
Understanding Comments Submitted to FCC on Net Neutrality Capstone Project
Direct Data-Driven Methods for Decision Making under Uncertainty Machine Learning project
From Food To Winev
Classifying Legal Questions into Topic Areas Using Machine Learning Capstone Project
Predicting Hit Songs with MIDI Musical Featuresv
Machine Learning Methods for Biological Data Curation Capstone Project
Classifying Forest Cover Type using Cartographic Features Capstone Project
Peer Lending Risk Predictorv
Learning Distributed Representations of Phrases Capstone Project
Estimation Of Word Representations Using Recurrent Neural Networks And Its Application In Generating Business Fingerprints Capstone Project
Gender Identification by Voice Capstone Project
Applications Of Machine Learning To Predict Yelp Ratings Capstone Project
Methodology for Sparse Classification Learning Arrhythmia Capstone Project
Predicting March Madness Capstone Project
Net Neutrality Language Analysis Capstone Project
Characterizing Atrial Fibrillation Burden for Stroke Prevention Capstone Project
Predict Seizures in Intracranial EEG Recordings Capstone Project
Automated Music Track Generation Capstone Project
Characterizing Overlapping Galaxies Capstone Project
Understanding Player Positions in the NBA Capstone Project
Cross-Domain Product Classification with Deep Learning Capstone Project
Predicting Heart Attacks Capstone Project
Prediction of Bike Sharing Demand for Casual and Registered Users Capstone Project
Classification Of Arrhythmia Using ECG Data Capstone Project
What Can You Learn From Accelerometer Data Capstone Project
Speaker Recognition for Multi-Source Single-Channel Recordings Capstone Project
Prediction of consumer credit risk Capstone Project
Machine Learning for Network Intrusion Detection Capstone Project
Predicting Paper Counts in the Biological Sciences Capstone Project
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Here are 68 public repositories matching this topic..., rjgaton007 / gyms.

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Team E4: The Embellisher

Carnegie Mellon ECE Capstone, Spring 2024 – Ella Lee, Hirani Sattenapalli, Ritu Pathak

Hirani’s Status Report for 03 | 30 | 2024

This past week, I spent a significant amount of time finishing up the build for the robot, integrating electronic components, and testing the sensors and motors on the side. Primarily in preparation for interim demo, I placed a large focus on completing the construction for the robot (in terms of assembly and integration). I am very excited and grateful to have been able to finish assmebly of the roller mechanism (the clear roller that can be seen in the image below) and the other components, which include attachment and wiring of the wheels, build of the electronic component box (which consisted of attaching the rest of the acrylic boards to the side as well as the bottom), installation of the conveyor belt + additional piping on the linear shafts that connect the roller, and attachment of the stepper motors & motor mounts onto the vertical extrusions. This took quite some time, and Ritu and I worked together to attach the roller, the wheels, and the belt. Although it was relatively high intensive work in the hours that went in, I am excited about the final product. The work this week was integral to our overall progress on the capstone project.

There were a few issues with the robot actually working – the roller is able to pull the trash component inside the bot; however, there is difficulty in the trash object actually going up the ramp. Hence, we will be working on the addition of a small ramp to allow the mechanism to work after demo.

As the assembly was progressing this week, I worked on setting up circuitry for the ultrasonic sensor and testing the Adafruit Raspberry Pi hats. As planned, Ella and I tested the dc motors on the PI using the adafruit Pi hat (which we used as our motor driver) on Monday. As I had presumed, based on the power ratings of the motors (12 watts), a lower throttle (around 0.3) is sufficient for the dc motors which ran on 12V. We also tested the stepper motors, and unfortunately, due to, I believe inaccurate wiring, burned one of the integrated circuits on the hat. We brought two hats (one hat meant to drive the DC motors and one meant to drive the steppers), and so we decided to invest in a new hat for the stepper. This was a slight setback for what we had planned for interim demo; however, we still expect to display the build and the wheels moving.

This past Friday, after the assembly, Ella and I worked on testing the motor control code that I had also worked on this week. We ran into an issue of setting up ssh for the PI. This had to be done so that the code on the PI could be run externally (while it is connected to the robot). However, although we had set up a static IP address (to ssh), there seemed to be issues with CMU wifi allowing us to ssh into the PI. Sshing did not seem plausible after running through several articles; however, we looked into a few alternatives.

Our progress is on schedule. Although we’ve had a few setbacks, we’ve been working through each one with dedicated time. As for the hat, a new one has been ordered, and we will be testing each motor separately before integrating. For the ssh, I decided to set up the monitor (that I requested a few weeks ago) on the robot and run everything from there. That way, the display will work as a small monitor and we will not have to ssh (code will be updated using a Git repo). In the next week, I hope to demo our current project during the Interim demo and recieve feedback. I also hope to have the python code fully tested on the actual robot (not just sub-component testing of the motors on the pi) and fix slight issues with the pick up mechanism. I will also be working on research on VSLAM so that we can get started on writing the algorithm “to get back home.”