List of 100 Algorithm Based Capstone Project

List of 100 Algorithm Based Capstone Project

What is a capstone project?

A capstone project is a subject or part of the curriculum where students will apply what they’ve learned through their undergraduate degree to solve a real-world problem. A student’s capstone project may vary depending on the track and specialization of the institution. Topics for capstone project includes but not limited to: database systems, web application, mobile application development, game development, machine learning and more.

The outcome of the Capstone Project is a solution that solves real-world problems in a form of software applications. It is also an opportunity for the student to showcase their skills in programming and research.

To select a capstone project is difficult for most students, that’s why this article will provide you with 100 capstone project titles and ideas that might help you. The list provided below focuses more on capstone project ideas with algorithm implementation.

Continue reading for additional information and suggestions for capstone project ideas in fields of machine learning, opencv, python, deep learning

1. Development of Auto-Transplanter Device of seedlings
2. Fake and Phishing website detection using Machine Learning Techniques
3. Skin Disease Detection using OpenCV and Python
4. Coral Plant Specie Identification using OpenCV Library
5. Electricity Demand Forecasting System using Big Data and Machine Learning
6. Automation of Chemical Spraying System using Smart Sensors
7. Application of QR Code in Document Security and Validity
8. Image Processing System For Digital Chest X-Ray Images
9. Application of Expert Systems on Agriculture using various Machine Learning Techniques and Algorithms
10. Application of Machine Learning Algorithms to Classify Koi Eggs
11. Blood Type Classification using Python and Deep Learning
12. Cause Identification of Chronic Insomnia using Deep Learning
13. QR Code Based Text To Speech Conversion
14. Machine Learning Technique and Algorithm to Detect SQL Injection Attack
15. Driver Drowsiness Detection System with Alarm Notification using Computer Vision and OpenCV
16. Accident Detection in Traffic Surveillance using Machine Learning Algorithms
17. Online Platform for Analysis Of Cephalometric Radiographs
18. Vision Computing for Breast Cancer Detection and Classification
19. Sign Language to Text Converter Application using Machine Vision
20. Internet of Things (IoT) Based Automated Aquaponics
21. Fish Size Classification using Artificial Intelligence
22. Fingerprint Classification using OpenCV and Machine Learning Technqiues
23. Vehicle Type Classification using OpenCV
24. Early Detection of Plant Disease using Forecasting and Prediction Techniques in Python and OpenCV
25. Mobile Based Currency Identification using Machine Vision and OpenCV Library
26. Application of Computer Vision System to Identify Plant Diseases
27. Mango Ripeness Identification using various AI technologies
28. Hate Speech and Offensive Language Detection and Blocking in Social Media Platform using different Machine Learning Algorithms
29. Hand Gesture-Based Character Recognition Using OpenCV and Machine Learning Algorithms
30. COVID-19: Face Mask Detector with OpenCV and Python
31. Brain Tumor Analysis and Identification using OpenCV and Python
32. Application of Machine Learning and OpenCV in Dog Breed Classification
33. Smart Voice Assistant using OpenCV
34. Corn Yield Estimation based on Data Mining Techniques
35. Application of Big Data Analytics in Healthcare Sector
36. Code Execution Monitoring
37. Kidney Stone Diagnosis using Machine Learning and Computer Vision
38. Application of Iris Recognition System for Attendance Purposes
39. IOT Based Smart Door Project
40. Mobile Application on Traffic Sign Recognition using OpenCV and Java
41. The Rise of Virtual Conferences and Mobile Applications in the age of COVID-19
42. Rice Quality Analysis and Classification Using Image Processing Techniques
43. Rice Variety Classification using Machine Vision and OpenCV
44. Vegetable Quality Classification using Image Processing Techniques
45. Online Bus Pass Generation Using QR Code
46. User Interface Test Automation using OpenCV
47. Gesture Controlled Drone
48. Machine Learning Based Assessment of Language Translation
49. Dewey Decimal Book Classification using Machine Learning Algorithms and Genre Specific Datasets
50. Machine Learning Model to Combat COVID-19 Fake News
51. Leaf Disease Identification using Machine Vision and Image Processing
52. QR Code Advertisements in Tourism Industry
53. Learning Effectiveness Prediction Algorithm using Data Analytics
54. Text Detection and Language Translation using Computer Vision Techniques and OpenCV
55. Smart Pneumonia Detection in XRAY images using Machine Learning Techniques and Algorithms
56. Object and Obstacle Detection Machine Learning Project used for Driving Automation
57. Deep Learning Project on Bird Species Identification
58. Intruder Detection System with SMS using OpenCV and Python
59. Smart Accident Avoidance System based on Alcohol and Heartbeat Detection
60. Smart Toll Collection using Raspberry PI and OpenCV
61. IoT and Wireless Sensor Network in the Agriculture Sector
62. Eye Disease Detection and Classification using AI and Machine Learning Algorithms
63. License Plate Recognition System using OpenCV
64. Traffic Violation Detection with Admin Panel using Python and OpenCV
65. Camera Based Automated Attendance System using OpenCV and Machine Learning
66. Vehicle Collision Alert System with implementation of Machine Learning Algorithms
67. Parking Guidance and Information System using Wireless Sensor Network
68. Tomato Disease Identification with Solution Recommender using K-Means Clustering
69. Educational Portal using Augmented and Virtual Reality
70. Fertilizer Nutrient Component Identification using Color Characteristics and OpenCV
71. Stock Market Price Prediction using Artificial Intelligence and Big Data
72. COVID-19 Detection and Diagnostic using Cough Sound Analysis
73. Signature Verification System using Python and OpenCV
74. Sign Language Recognition and Speech Translation Using OpenCV and Python
75. Mental Health Monitoring using Facial Recognition Algorithms in Deep Learning and OpenCV
76. Clound Based Platform for Agriculture and Irrigation Service
77. Wearable Device to monitor Epilepsy with SMS Notification using Deep Learning
78. Face Recognition Based Door Lock System Using OpenCV
79. Implementation of OpenCV Library for Real-time Monitoring of Social Distancing used to combat COVID-19.
80. IoT Based Vehicle Speed Monitoring using Python OpenCV Library
81. Security Camera with Human Motion Detection using Python OpenCV Library
82. SPAM and Unwanted Email Identification using Neural Network and Artificial Intelligence
83. Baybayin Dataset for Text Recognition using OCR and OpenCV
84. Smart Traffic Lights Monitoring System using IoT and OpenCV
85. A Novel Method on Plant Identification System using MATLAB
86. Counterfeit Password Detection using Computer Vision and Image Processing
87. MRI Result Explanation using Deep Learning and Segmentation Methods
88. Image and Video Restoration Techniques using Hybrid Algorithm Techniques
89. Character Extraction from License Plate using Python and OpenCV
90. Application of Sentiment Analysis in Suicide Prediction
91. IoT Based Wearable Navigation Device for Blind People
92. Plant Watering System in Arduino with Mobile App Controller
93. GIS Based Dengue Risk Mapping with Cloud Database Integration
94. Risk and Probability of Diabetes using Prediction Algorithm and Big Data Analytics
95. Design & Implementation Of Iot Based Temperature Monitoring System Using Arduino Uno
96. Medical Prescription Conversion to Readable text using OCR and Computer Vision Algorithm
97. Drone Based Surveillance Camera with Facial Recognition using Python and OpenCV
98. Automatic Speech Recognition System for Learning Different Dialects using Machine Learning Techniques
99. Application of Sentiment Analysis and Machine Learning in Health Related Information
100. Deep Learning-Based System for Detection of Lung Cancer

You are free to use the list of capstone projects presented above, but in case you need our services, don’t hesitate to message us.

Visit also our other collections of capstone project titles and ideas:

1. Thesis and Capstone Project for IT, IS and CS Students
2. Thesis and Capstone Project Title Compilation for Information Technology
3. Thesis and Capstone for SAD and Software Engineering

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