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Must-have Computer Science PowerPoint Templates with Samples and Examples
Samradni Pradhan
Let's talk about the incredible journey computer science has been on lately. The demand for computer science jobs is skyrocketing, beating out the average for other gigs. It's basically the rockstar of the job market right now.
Now, computer science isn't just about coding in a corner; it's this multi-layered universe. We're talking about algorithms, programming languages, AI, cybersecurity – you name it. It's the magic behind innovation in almost every industry. But here's the deal: with all this cool complexity comes the need for some serious organization.
This is where our templates come to your rescue. These templates are like your project GPS, guiding you through timelines, milestones, and all the nitty-gritty details. Because let's face it, keeping up with the fast-paced tech world requires a game plan.
So, if you're knee-deep in computer science projects and want to stay on top of your game, our templates are your secret weapon. They're the perfect guide in navigating the twists and turns of this ever-evolving digital electronics era.
Let’s dive in and align your projects with the pulse of the industry – it's about to get exciting!
Template 1: Half- yearly Computer Science Roadmap followed by Company Employees
Introducing an ultimate tool for seamless project execution! Crafted with precision, this ready to use template transforms the mundane into an organized masterpiece. Ensure every milestone is met within deadlines, optimizing work efficiency and minimizing time lag. This PowerPoint slide streamlines the work-related information, budget, timeframe, key deliverables, landmarks, and major steps in a visually compelling manner. The color-coded design captures attention, providing a comprehensive overview of your project. With a content division into two parts (h1 and h2), tailor the slide to individual names, facilitating efficient optical communication . Download now for a productive journey towards success!
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Exploring a way to revamp your computer science resume, we have the right templates for you!
Template 2: Quarterly Computer Science Curriculum Roadmap with System Programming
Elevate your strategic planning with our template! Streamline your action plan using this eye-catching theme, reducing paperwork and enhancing clarity. Guide your team through the progression process, assigning tasks with designated milestones within the specified timeframe and embedded systems . The content is divided into four quarters, aligning each milestone and deliverable for a strategic and organized approach. Showcase your expertise and prove your strategic prowess with this comprehensive tool. Download now to demonstrate your strategic planning prowess.
Browse through some computer shop templates here
Template 3: Half -yearly Computer Science Course Roadmap by Instructors
Embark on a transformative educational journey with our template. This pre-designed template provides you with a structured framework for a seamless learning experience. It ensures a well-paced curriculum with clear milestones for microprocessor and interfaces . Guide students through complex subjects using our intuitive roadmap. The template's user-friendly format allows instructors to personalize content, adapting to individual teaching styles. Foster an engaging and effective learning environment with our ultimate tool for instructors dedicated to academic excellence. Download now and elevate your teaching experience!
Here are some amazing data science templates for you to explore
Template 4: Five-years Computer Science Department Training Program Roadmap for Teams
This comprehensive template is crafted to empower your teams through a structured 5-year trajectory. In Year 1, foundational skills are honed, laying the groundwork for subsequent years where teams delve into specialized areas such as algorithms, programming languages, and software, electrical and electronics engineering in Year 2. Year 3 sees collaborative project management, enhancing teamwork and innovation. Year 4 focuses on cutting-edge technologies, preparing teams for the ever-evolving industry landscape. Culminating in Year 5, teams showcase their proficiency through advanced projects, solidifying their mastery. Elevate your department's prowess with this dynamic and future-ready training program.
In conclusion, our suite of templates serves as the ultimate catalyst for success in various endeavors. Whether it's navigating Computer Science Course, embarking on a transformative Department Training Program, or optimizing project management with a Quarterly Curriculum Roadmap, our templates empower users with clarity and efficiency. Tailored for educators, teams, and strategic planners, these tools facilitate seamless execution, effective learning, and strategic planning. Download now to streamline processes, enhance communication, and elevate your projects to new heights.
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Computer Science Projects
Computer science is a popular topic of study today, with numerous applications spanning a wide range. Final-year students frequently find it difficult to select the appropriate computer science project. On the final day of graduation, projects are the only thing that matters. Any IT-related industry where projects have a substantial impact can be chosen for a job or further education. Project work indicates knowledge depth as well as some soft skills like creativity and problem-solving. Your interview prospects will also improve as a result of your final year projects. As a result, in their last year of graduation, students are required to complete a project.
Best Domain to Choose for Conducting the Projects
- Artificial intelligence
- Web Technology
- Data Science
- Machine Learning
Recent Project Articles !
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- Creating a PortScanner in C
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- OpenGL program for Simple Ball Game
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Java Projects :
- A Group chat application in Java
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- Make Notepad using Tkinter
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Web Development Projects
- Design an Event Webpage using HTML & CSS
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- Design a Webpage like Technical Documentation using HTML & CSS
- Design Homepages like Facebook using HTML and CSS
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- Task Tracker Project
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- Project Idea | noteSort (Classify handwritten notes)
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- Crop monitoring and smart farming using IoT
- MyHelper (Access your phone from anywhere without Internet)
- Project Idea | (Robust Pedestrian detection)
- Project Idea | ( Character Recognition from Image )
- Project Idea | (Model based Image Compression of Medical Images)
- Project Idea | Motion detection using Background Subtraction Techniques
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Computer Science – FAQs
1. what is computer science .
Computer science (CS) is the study of computers and algorithmic processes including their principles, their hardware and software designs, their applications, and their impact on society.
2. Which is the best project in the final year?
The best final-year project is subjective and depends on your interests and skills. Choose a project that appeals to your interests, challenges you, and provides real learning possibilities.
3. How do I choose a major project for CSE?
To choose a major project for Computer Science Engineering (CSE), follow these steps: Identify your interests and strengths within CSE. Research current trends and emerging technologies in the field. Discuss project ideas with professors, peers, and industry professionals. Consider the project’s feasibility, scope, and potential impact. Select a project that excites you and aligns with your academic goals.
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155 Final Year Project Ideas For Computer Science Students
Are you a computer science student about to embark on your final year project journey? If so, you’re in for an exciting and challenging ride! Your final year project is a chance to apply what you’ve learned throughout your academic journey and showcase your skills to potential employers. To help you get started, we’ve compiled a list of 155 final year project ideas for computer science students, presented in the simplest language possible.
150+ Final Year Project Ideas For Computer Science Students
Table of Contents
Web Development Projects:
- E-commerce Website : Create an online store with features like product catalog, shopping cart, and secure payment processing.
- Content Management System (CMS) : Build a user-friendly platform for managing website content.
- Blog Platform : Develop a blogging website with user profiles, comments, and likes.
- Event Management System : Design a system to manage and promote events.
- Portfolio Website : Create a website to showcase your own work and achievements.
Mobile App Development:
- Expense Tracker : Build an app to help users manage their finances.
- To-Do List App : Create a task management app with priority levels and reminders.
- Recipe App : Develop an app for sharing and discovering recipes.
- Fitness Tracker : Build an app to track workouts and nutrition.
- Weather App : Create an app that provides real-time weather forecasts.
Data Analysis and Machine Learning:
- Stock Market Predictor : Use historical data to predict stock prices.
- Sentiment Analysis : Analyze social media data to gauge public sentiment on a topic.
- Recommendation System : Build a system that suggests products or content based on user behavior.
- Healthcare Analytics : Analyze medical data to identify trends and improve patient care.
- Image Recognition : Develop an image recognition system for objects or faces.
Networking and Security:
- Network Monitoring Tool : Create a tool to monitor network traffic and detect anomalies.
- Intrusion Detection System (IDS) : Build a system to identify and respond to network intrusions.
- Secure Messaging App : Develop an encrypted messaging app for privacy-conscious users.
- Firewall Management : Create a firewall management tool with user-friendly controls.
- Password Manager : Build a secure password manager for storing and generating strong passwords.
Artificial Intelligence and Robotics:
- Chatbot : Create a chatbot that can answer user questions and engage in conversations.
- Autonomous Drone : Build a drone that can navigate and perform tasks autonomously.
- Gesture Recognition : Develop a system that recognizes hand gestures for controlling devices.
- AI-Based Game : Create a computer game with intelligent non-player characters (NPCs).
- Natural Language Processing (NLP) : Work on an NLP project like language translation or sentiment analysis.
Database Projects:
- Online Library System : Design a database system for managing library resources.
- Inventory Management : Create a database for tracking product inventory in a store.
- Student Information System : Develop a system for managing student records and grades.
- Hospital Management : Build a database system for hospital patient records and appointments.
- E-Voting System : Create an electronic voting system with secure database management.
Web Security:
- Cross-Site Scripting (XSS) Prevention : Develop a tool or technique to prevent XSS attacks on websites.
- SQL Injection Prevention : Create a system to protect databases from SQL injection attacks.
- Firewall Rules Analyzer : Build a tool that analyzes firewall rules for vulnerabilities.
- Secure Authentication : Work on improving user authentication methods for websites.
- Data Encryption : Develop a system for encrypting and decrypting sensitive data.
Augmented and Virtual Reality (AR/VR):
- AR Navigation App : Create an app that provides augmented reality navigation instructions.
- VR Game : Develop a virtual reality game or experience.
- Architectural Visualization : Design an AR/VR tool for visualizing architectural plans.
- Education in VR : Build an educational VR application for immersive learning.
- Medical Training Simulations : Create medical training simulations using AR/VR.
Internet of Things (IoT):
- Smart Home Automation : Build a system to control home appliances remotely.
- IoT-based Health Monitoring : Develop a device for monitoring vital signs and sending alerts.
- Smart Agriculture : Create a system for monitoring and controlling farm conditions.
- Traffic Management : Build a smart traffic management system using IoT devices.
- Environmental Monitoring : Create IoT sensors for monitoring air quality, water quality, etc.
Software Development Tools:
- Code Editor : Create a code editor with features like syntax highlighting and auto-completion.
- Version Control System : Build a version control system like Git.
- Bug Tracking System : Develop a tool for tracking and managing software bugs.
- Continuous Integration (CI) Pipeline : Design a CI/CD pipeline for automated software testing and deployment.
- IDE for a Specific Language : Create an integrated development environment (IDE) for a specific programming language.
Blockchain:
- Cryptocurrency Wallet : Build a digital wallet for managing cryptocurrencies.
- Supply Chain Tracking : Create a blockchain-based system for tracking the supply chain.
- Blockchain Voting System : Develop a secure online voting system using blockchain technology.
- Smart Contracts : Work on smart contracts for automating transactions.
- Blockchain-Based Authentication : Build a secure authentication system using blockchain.
Natural Language Processing (NLP):
- Language Translation Tool : Create a tool that translates text between languages.
- Chatbot for Customer Support : Develop an NLP-based chatbot for customer service.
- Text Summarization : Build a system that summarizes long texts or articles.
- Named Entity Recognition : Create a tool that identifies names, dates, and other entities in text.
- Speech Recognition : Work on a speech recognition system for converting spoken language into text.
Game Development:
- 2D Platformer Game : Create a classic 2D platformer game with levels and challenges.
- RPG Game : Develop a role-playing game with quests, characters, and a storyline.
- Multiplayer Online Game : Build a multiplayer game that can be played over the internet.
- VR Game : As mentioned earlier, create a virtual reality game.
- Augmented Reality Game : Design an AR game that combines the real world with virtual elements.
Robotics and Automation:
- Robotic Arm Control : Build a system for controlling a robotic arm for various tasks.
- Autonomous Robot : Create a robot that can navigate and perform tasks autonomously.
- Voice-Controlled Robot : Develop a robot that responds to voice commands.
- AI-Powered Robot : Work on a robot that can learn and adapt to different environments.
- Robotic Vacuum Cleaner : Build a robotic vacuum cleaner with obstacle avoidance.
Cloud Computing:
- Cloud-Based File Storage : Create a secure file storage system in the cloud.
- Serverless Computing : Develop applications using serverless computing platforms like – .
- Cloud-Based Machine Learning : Implement machine learning models in the cloud for scalability.
- Distributed Systems : Work on projects that involve distributed computing and data processing.
- Cloud Security : Develop tools or techniques for enhancing cloud security.
Cybersecurity:
- Vulnerability Scanner : Create a tool that scans networks or websites for vulnerabilities.
- Password Cracking Detection : Build a system to detect and prevent password cracking attempts.
- Phishing Detection : Develop a phishing detection system for emails and websites.
- Network Traffic Analysis : Analyze network traffic for signs of malicious activity.
- Malware Detection : Create a system that identifies and removes malware from systems.
Computer Vision:
- Facial Recognition System : Build a system that recognizes faces for security or authentication.
- Object Detection : Create a system that can identify and locate objects within images or videos.
- Traffic Sign Recognition : Develop a system that recognizes and interprets traffic signs.
- Gesture Recognition : As mentioned earlier, work on gesture recognition for human-computer interaction.
- Medical Image Analysis : Analyze medical images like X-rays or MRIs for diagnosis.
Data Visualization:
- Interactive Dashboard : Create an interactive dashboard for visualizing data.
- Geospatial Data Visualization : Visualize geographic data on maps.
- Real-time Data Visualization : Develop a system that updates data visualizations in real time.
- Stock Market Data Visualization : Visualize stock market trends and data.
- Healthcare Data Visualization : Visualize healthcare data for better decision-making.
Social Media and Networking:
- Social Media Analytics : Analyze social media data to gain insights into user behavior.
- Friend Recommendation System : Build a system that suggests friends or connections on social networks.
- Social Media Sentiment Analysis : Analyze sentiment on social media platforms.
- Online Dating Platform : Create a platform for online dating with matching algorithms.
- Social Networking App : Develop a new social networking app with unique features.
Human-Computer Interaction (HCI):
- User Interface Design : Work on improving the user interfaces of existing software.
- Voice User Interface (VUI) : Create a voice-controlled interface for a software application.
- Gestural User Interface : Develop a user interface that responds to gestures.
- Accessibility Tools : Build tools to make software more accessible to people with disabilities.
- Virtual Reality User Interface : Design a user interface for VR applications.
- Big Data Analytics : Analyze large datasets to extract valuable insights.
- Real-time Data Processing : Develop systems for processing real-time data streams.
- Data Warehousing : Create a data warehousing solution for storing and retrieving data.
- Big Data Visualization : Visualize big data in meaningful ways.
- Predictive Analytics : Use big data to build predictive models for various applications.
Internet Security:
- Secure File Transfer : Develop a secure file transfer protocol or application.
- Email Encryption : Create a system for encrypting email communications.
- Identity Verification : Build a system for secure online identity verification.
- Secure Online Payments : Work on enhancing the security of online payment systems.
- Network Security Audit : Develop tools for conducting security audits on computer networks.
Mobile Security:
- Mobile App Security Scanner : Create a tool to scan mobile apps for security vulnerabilities.
- Anti-Malware App : Develop a mobile app that detects and removes malware.
- Mobile Payment Security : Enhance the security of mobile payment apps.
- Secure Messaging App : As mentioned earlier, build a secure messaging app.
- Mobile Device Tracker : Create a tool for tracking and recovering lost or stolen mobile devices.
Software Testing:
- Automated Testing Framework : Develop a framework for automated software testing.
- Load Testing Tool : Create a tool for simulating heavy user loads on web applications.
- Code Coverage Analyzer : Build a tool to measure code coverage during testing.
- Bug Reporting System : Design a system for efficient bug reporting and tracking.
- Test Data Generation : Develop a tool for generating test data.
- 2D Game Engine : Create a game engine for developing 2D games.
- Physics Engine : Build a physics engine for realistic game physics.
- Game Level Design Tool : Develop a tool for designing game levels and environments.
- Multiplayer Game Server : Create a server for hosting multiplayer games.
- Game AI Framework : Design a framework for implementing game AI.
- Serverless API : Build a serverless API for deploying and managing APIs.
- Container Orchestration : Develop a system for orchestrating containers in the cloud.
- Cloud Cost Management : Create tools for monitoring and managing cloud infrastructure costs.
- Serverless Data Processing : Implement data processing workflows using serverless architecture.
- Cloud-based IoT : Build an IoT platform that leverages cloud services.
- IoT-Based Home Automation : Create a system to control home appliances and security using IoT.
- Smart City Solutions : Develop IoT solutions for enhancing urban living.
- IoT in Agriculture : Create IoT devices and systems for precision agriculture.
- Industrial IoT : Build IoT solutions for monitoring and optimizing industrial processes.
- IoT-Based Healthcare : Develop healthcare devices and systems using IoT.
- Text Generation : Create a system that generates human-like text based on input data.
- Language Translation : Work on improving machine translation systems.
- Chatbots for Specific Domains : Develop chatbots tailored to specific industries or topics.
- Speech-to-Text and Text-to-Speech : Build systems for converting spoken language to text and vice versa.
- Emotion Recognition in Text : Create a system that can detect emotions in written text.
Artificial Intelligence (AI):
- AI-Powered Personal Assistant : Develop a personal assistant like Siri or Alexa.
- AI-Based Game Opponents : Create intelligent AI opponents for computer games.
- AI in Healthcare : Build AI systems for diagnosing diseases or suggesting treatments.
- AI in Education : Create AI-based educational tools and platforms.
- AI in Finance : Work on AI applications in the financial industry.
- Robotic Arm for Surgery : Develop a robotic system for assisting surgeons.
- Autonomous Delivery Robot : Create a robot for delivering packages autonomously.
- Robotic Pet Companion : Build a robot designed to provide companionship to users.
- Robotic Exoskeleton : Develop an exoskeleton for assisting people with mobility challenges.
- Autonomous Cleaning Robot : Create a robot for cleaning and maintaining spaces.
- Blockchain-Based Supply Chain : Develop a blockchain solution for supply chain transparency.
- Blockchain Identity Verification : Create a system for secure identity verification using blockchain.
- Blockchain-Based Voting System : As mentioned earlier, work on a blockchain-based voting system.
- Blockchain for Intellectual Property : Use blockchain for protecting intellectual property rights.
- Blockchain in Education : Implement blockchain solutions for verifying educational credentials.
That’s quite a list of project ideas for computer science students! Remember, the key to a successful final year project is to choose something that genuinely interests you and aligns with your skills and career goals. So, take your time to explore these ideas, consult with your professors, and select a project that excites you. Good luck with your final year project, and may you succeed in your computer science journey!
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100+ Computer Science Presentation Topics (Updated)
This is a list of computer science Presentation Topics for students and professionals. These updated topics can be used for PowerPoint Paper presentation, Poster Presentation, classroom ppt presentation, seminars, seminars, webinars and conferences. etc. These presentation topics will be beneficial for students of Engineering and management courses such as BE Computer science, B Tech IT, MCA, BCA and MBA.
Below is the list of Best Computer Science Presentation Topics.
Artificial intelligence
Advanced Research Projects Agency Network (ARPANET)
AI & critical systems
Quantum Computing
Arithmetic logic unit (ALU)
Accelerated Graphics Port (often shortened to AGP)
ATX (Advanced Technology eXtended)
Sixth Sense Technology: Concept VS. Reality
BASIC – Beginner’s All-purpose Symbolic Instruction Code
Foldable Phones: Future of Mobiles
Basic computer skills
Blu-ray Disc
Cloud computing
CD-ROM (compact disc read-only memory)
Machine Learning
Cellular architecture
Central Processing Unit (CPU)
Cloud Print for Android
Chip (integrated circuit)
Computer multitasking
Cloud computing applications
Cloud computing basics
Cloud Printing for Windows
Computer architectures
Edge Computing
Computer Diagnostic Softwares
Computer form factor
Computer hardware troubleshooting
Cyber Security: New Challenges
Computer Networks
Computer software programs
Computer tracking software
The world of Blockchain
Conventional Binary Numbering System
Conventional PCI (PCI is an initialism formed from Peripheral Component Interconnect
DASD (Direct Access Storage Device)
Internet of Things (IoT)
Desktop Computers
Digital Visual Interface (DVI)
Transparent Display: Concept Vs Reality
DIMM – DIMM which means (dual in-line memory module)
DisplayPort
DNA computers
DVD (Digital Video Disc or Digital Versatile Disc)
Dynamic random-access memory (DRAM)
EEPROM (E2PROM) – Electrically Erasable Programmable Read-Only Memory
Electronic Delay Storage Automatic Calculator (EDSAC)
Embedded computers
Google cloud computing
EPROM – An EPROM (rarely EROM), or erasable programmable read-only Memory
Evolution of Computers
Expansion card (expansion board, adapter card or accessory card)
ExpressCard
FDDI – Fiber Distributed Data Interface
Intelligent Apps
Flash Memory
Graphics processors
Google Glass: Future of Computers!
Hard disk drive (HDD)
Harvard Architecture vs Von Neumann architecture
HDMI (High-Definition Multimedia Interface)
Standardization of web
Image scanner
Input and output devices (collectively termed I/O)
Type C port: The Gamechanger
IOPS (Input/Output Operations Per Second, pronounced eye-ops)
Latest Computer Technologies
Latest Trends in Computer Science
Mainframe computers
Manchester Small-Scale Experimental Machine (SSEM or “Baby”)
Mechanical Analog Computers
Mini-VGA connectors
Motherboard – the central printed circuit board (PCB)
Multiprocessing
Network Topologies
Neural computers
Non-Uniform Memory Access (NUMA) computers
Non-volatile memory
Neuralink: The brain’s magical future
Non-volatile random-access memory
Operating system (OS)
Optical computers
Optical disc drive
Optical disc drive (ODD)
Palmtop computer
Neuralink: Next Big Tech?
PCI Express (Peripheral Component Interconnect Express)
PCI-X, short for PCI-eXtended
Personal Computers (PC)
Personal Digital Assistant (PDA)
Photolithographed semiconductors
Programmable read-only memory (PROM)
Programming language
PSU (power supply unit)
Quantum computer vs Chemical computer
RAID (redundant array of independent disks)
Random-access memory or RAM
Read-only memory or ROM
Register machine vs Stack machine
Remote computer access
Scalar processor vs Vector processor
SIMM, or single in-line memory module
Solid State Drive (SSD)
Spintronics based computer
Static random-access memory (SRAM)
Super Computers
Synchronous dynamic random access memory (SDRAM)
Teleprinter
Ternary computers
Video Graphics Array (VGA) connector
Wearable computer
Virtual Reality
This is all about latest and best presentation topics for computer science and applications studies.
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CS 231A Course Project
Course Project Overview
Important Dates
Oct 21 (11:59pm) , Finalizing team members : Maximum team size: 2 . Send us an email with your team name and team members.
Oct 21 (11:59pm) , Proposal submission : Submit a 0.5 page course project proposal in our provided template. Send a PDF file to [email protected]
Nov 18 (11:59pm) , Project milestone : Submit a 2-3 page course project milestone report.
Dec 13 (11:59pm) , Final report and code submission : No late days allowed.
Dec 14 (14:00pm) , Project presentation submission : No late days allowed.
Dec 15 (10am - 12pm) , Course project presentation. Location: Room 200-305 (Room 305 of Building 200)
Grading Policy
presentation: 5% write-up: 10% clarity, structure, language, references: 3% background literature survey, good understanding of the problem: 3% good insights and discussions of methodology, analysis, results, etc.: 4% technical: 15% correctness: 5% depth: 5% innovation: 5% evaluation and results: 10% sound evaluation metric: 3% thoroughness in analysis and experimentation: 3% results and performance: 4%
Project Submission Details
You must use our provided templates . Email your project proposal, milestone report, final report and zipped code to: [email protected] , with the following format: Subject Line: Course Project Proposal/Milestone/Report Body: Full names of all group members, SUNet ID's and Project title Attachments: Write-up as LastName_LastName_Paper.pdf, Code as LastName_LastName_Code.zip, where the titles have all the last names of the group members.
You must use our provided presentation template . Email your Powerpoint slides (.ppt file) to [email protected] , with the following format: Subject Line: Course Project Presentation Body: Full names of all group members, SUNet ID's and Project title Attachments: Powerpoint slides as LastName_LastName_Presentation.ppt, where the titles have all the last names of the group members.
Final Report Write-up Guidelines
Your final write-up should be between 8 - 10 pages using the template provided. After the class, we will post all the final reports online (restricted to CS231a students only) so that you can read about each others’ work. If you do not want your writeup to be posted online, then please let us know at least a week in advance of the final writeup submission deadline. The following is a suggested structure for your report:
Title, Author(s)
Abstract: It should not be more than 300 words;
Introduction: this section introduces your problem, and the overall plan for approaching your problem
Background/Related Work: This section discusses relevant literature for your project
Approach: This section details the framework of your project. Be specific, which means you might want to include equations, figures, plots, etc
Experiment: This section begins with what kind of experiments you're doing, what kind of dataset(s) you're using, and what is the way you measure or evaluate your results. It then shows in details the results of your experiments. By details, I mean both quantitative evaluations (show numbers, figures, tables, etc) as well as qualitative results (show images, example results, etc).
Conclusion: What have you learned? Suggest future ideas.
References: This is absolutely necessary. Reports without references will not receive a score higher than 20 points (total is 40 points).
Supplementary materials: This is NOT counted toward your 8-10 page limit. Please submit your codes as supplementary materials.
Project Presentation Guidelines
Each team should give a two minutes project presentation. After your presentation, there will be one minute for audiences to ask questions. You must use the template provided by us ( Download it here ) and make sure that your presentation contains exactly two slides. We will compile the presentation slides from all teams into a single big .ppt file and show it using our laptop, so you do not need to worry about bringing computers on the presentation day.
Project Proposal
We have provided the template for your final write-up. Your proposal should follow the same template , and should be no more than 1 page. Your proposal should describe as clearly as possible the following:
What is the computer vision problem that you will be investigating? Why is it interesting?
What image or video data will you use? If you are collecting new datasets, how do you plan to collect them?
What method or algorithm are you proposing? If there are existing implementations, will you use them and how? How do you plan to improve or modify such implementations?
Which reading will you examine to provide context and background?
How will you evaluate your results? Qualitatively, what kind of results do you expect (e.g. plots or figures)? Quantitatively, what kind of analysis will you use to evaluate and/or compare your results (e.g. what performance metrics or statistical tests)?
Project Milestone
Your project milestone report should be between 2 - 3 pages using the template provided. The following is a suggested structure for your report:
Problem statement: Describe your problem precisely specifying the dataset to be used, expected results and evaluation
Technical Approach: Describe the methods you intend to apply to solve the given problem
Intermediate/Preliminary Results: State and evaluate your results upto the milestone
You may consult any papers, books, online references, or publicly available implementations (such as SIFT) for ideas and code that you may want to incorporate into your strategy or algorithm, so long as you clearly cite your sources in your code and your writeup. However, under no circumstances may you look at another group’s code or incorporate their code into your project.
Project Reports of Previous Years
Winter, 2010-2011
3D Model Segmentation and Labeling
Generic Object/Scene recognition for the Smart Album Project
Text Detection and Character Recognition in Scene Images with Unsupervised Feature Learning
Learning Slow Features for Object Recognition
RoboGrader: Scoring Multiple Choice Tests with a Smartphone
Joint Subclassing and Classification
Heuristics for Decision Tree Selection and Weight Assignment in Random Forest for Fine-Grained Image Classification
Hole Filling Method Using Edge Based Interpolated Depth for View Synthesis
RGB-Z Segmentation of Objects in a Cluttered Scene Using a Kinect Sensor
Simultaneous Segmentation and Tracking in Point Cloud Data using the Iterative Closest Point Algorithm
KFace3D: Facial Recognition using RGBD Data
Comparison of Aircraft Tracking Using Top-Down and Bottom-Up Approaches
Geometric Understanding of Indoor Scenes
Object Pose Estimation using Optical Flow and POSIT
Real Time Subcutaneous Vein Recognition of Forearm Veins
Face Detection and Tracking for BabyCam
Image Retrieval, Semantic & Geographic Annotation using visual/multimedia representations and textual information
Smart Album: Face Recognition and Landmark Recognition in Album
Computer-assisted Detection of Defects during the Fabrication of PDMS chips
Unsupervised Learning of Invariances with Temporal Coherence
Image-based Web Page Classification
Winter, 2009-2010
Using a Functionality Model for Chair Detection
Fusing Multi-Channel Cues for Image Organization
Generalizing ImageNet to SmartPhones
Motion-sensitive Low-noise Imaging
Unsupervised Image Segmentation using Deep Belief Nets
The Retinal Algorithm to Detect, Segment and Track Moving Objects with Observer Motion
Unsupervised Feature Learning of Bi-modal Features
Efficient Classification and Segmentation of Specular Objects
Feature Descriptors for Tiny Image Categorization
A feature tracking approach to painted aperture
Baseline Scene Classifications
Camera Tracking with Fixed Point Math for Mobile Devices
Modeling Mutual Context of Object and Human Pose in Human-Object Interaction Activities
Sub-meter Indoor Localization in Unmodified Environments with Inexpensive Sensors
Segmentation of seismic images
Object Detecting in Images using Time Series Ensemble Methods
Learning Visual Invariance in a 2-Layer Neural Network
The "Find Mii" Challenge
Find Mii on Wii
"Find Mii" is a game on Nintendo Wii Play. It basically involves identifying certian avatars (Miis) from a bunch of them, standing still or moving around in various styles. If you are not yet proficient in this game, let Elvis show you how to play it in the videos below.
As we know computers are designed to work in certain areas of human endeavor that are not terribly challenging to human intelligence but sometimes beyond human patience. In this course project you will be programming the computer to play the game as good as Elvis did.
You don't have to worry about any "interface" issue (as some of you asked in class). Actually you will only be dealing with images instead of programming the Wii game controller.
Project Mission
In the course project, you will be focusing on 4 tasks in "Find Mii" as described below.
Task 1 : Find this Mii! ... You will be given a reference picture of one Mii. Identify that one in a crowd.
Task 2 : Find 2 look-alikes! ... Pay attention to the faces (and hair styles?) as they might be wearing different sweaters.
Task 3 : Find n odd Miis out! ... Some Miis are odd in their styles of shaking heads or footsteps. Find them out.
Task 4 : Find the fastest Mii! ... Someone is running (or swimming) fast. Catch that one.
For each task you have 3 levels: easy, medium, and hard.
For each task & level we will give you a video file from gamplay (that would be 12 in total), and you need to identify a given number of Miis.
Minimum requirement: 3 different tasks, 1 level for each.
You will be handling different tasks & levels separately (of course you can have functionalities shared among them, just follow the comments in the infrastructure code). You don't have to do all the 12 task & levels, the minimum requirement is that you complete at least three different tasks, one level for each. However you are strongly encouraged to do all 4 tasks on higher levels to earn more points for the final challenge!
700+ Seminar Topics for CSE (Computer Science) with ppt (2024)
Seminar Topics for Computer Science (CSE) with ppt and report (2024) : As technology is emerging day by day. new technologies are coming quickly. And Seminar topics for Computer Science are becoming must find for every student. There are lots of students in Computer Science and Engineering who need quick seminar topics for CSE with ppt and report.
Table of Contents
We understand the burden students are facing today. So we have made a huge collection of Seminar Topics for CSE with ppt and report.
I hope you will save a lot of time with these Seminar Topics for CSE with ppt.
Seminar Topics for Computer Science with ppt and report (2024)
Technical seminar topics for cse with abstract.
3D Printing
3D Printing is the process to develop a 3D printed object with the help of additive processes. Here, there are three-dimensional objects created by a 3D printer using depositing materials as per the digital model available on the system.
4G Technology
4G Technology can be defined as the fourth generation communication system that let users use broadband type speed without any need for Wi-Fi. It is simply called an advanced level radio system that makes the system efficient and quicker. Over the years, it has become an important part of people’s lives globally.
5 Pen PC Technology
5 Pen PC Technology is simply a cluster of gadget that comes with a great sort of features. It includes a virtual keyboard, projector, personal ID key, a pen-shaped mobile phone, and a camera scanner. Using this technology, an crystal clear digital copy of handwritten details can be created.
Android is an operating system created mainly for smartphone and tablets. It is a brilliant technology that allows the users to perform a variety of functions like using GPS for checking traffic areas, etc. Android is the mastermind behind everything ranging from top tablets to 5G phones.
AppleTalk is a networking protocol used in Mac computer systems and devices for making communication. It was originally introduced in 1984 by Apple and get replaced by TCP/IP in 2009 with the release of macOS X v10.6.
Blackberry Technology
Blackberry Technology is an integrated e-mail system provided by the Blackberry company in their handheld devices. Here, there is a unique PIN provided to every phone for identifying the device. This technology can even get accessed in an offline area without any need for wireless service.
Bluejacking
Bluejacking is a technique used by hackers to send messages to a different user with the help of Bluetooth connection. The most common use of this technology is sending unwanted images, text messages or sounds to other Bluetooth equipment in the network range.
Blue-ray Disc
Blu-Ray is an high-definition disc format that let the users see images with extreme level depth, detail, and color. It was released in 2006 as a successor to DVD for improving the experience of the users. This type of discs streams data at 36 megabits per second that is much fast than a DVD.
Cloud Computing
Cloud computing is an advanced method for delivering resources by utilizing the internet. This technology has made it possible to access their resources by saving them to a remote database. It eliminates the burden to store files on an external device.
CAD/CAM is well-known software whose main motive is to simply the design and machining process. It is simply collaboration between computers and machines that make the job of the designers as well as manufacturers easier. It is created after decades of research and testing process.
Cryptography
Cryptography is simply a technique for transforming the basic text into unintelligible ones and vice-versa. This amazing process not only gives protection to the data from online theft but also utilized for the user authentication process. It is used commonly in banking and e-commerce industry in various countries globally.
CORBA (Common Object Request Broker Architecture) is a special architecture whose main job is explaining a unique mechanism for better distribution of objects over a certain network. It let them make communication with each other without any platform and language boundary. This specification created by Object Management Group.
Geographic Information System
GIS fully abbreviated as Geographic Information System is an approach that collects, operate, and analyze data in the framework. There are many types of data integrated by this system along with the spatial location. Apart from that, there is lots of information that further visualized with the help of maps and 3D scenes.
Cyber Crime
Cyber crime is a crime form where the computer is utilized as a weapon. It includes things like spamming, hacking, phishing, etc. On top of that, computers are used for stealing personal data of individuals in these types of crimes. Despite the advancement in technology, the frequency of cyber crimes is increasing every year.
Computer Forensics
Computer Forensics is a technique that involve investigation and analysis processes for collecting and saving important pieces of evidence from certain computing equipment. The main use of these data is to present a strong case in the court of law. This process is performed by Forensic Computer Analysts.
Data Warehousing
Data Warehousing is a technique for gathering and controlling data from a great sort of resources with a motive to give useful insights on the business. This technology is used for connecting and analyzing business data so that it gets available to the businesses within a short time.
Database Management System (DBMS)
Database Management System is a special application package whose main motive is defining, manipulating, and controlling data. Due to this process, the developers no longer need to frame programs to maintain data. There are many fourth-generation query languages available on the internet for better interaction in a database.
Direct Memory Access (DMA )
Direct Memory Access is a computing technique used for the transfer of data from RAM in a computer to a different area in the system without CPU processing. In simple words, its main duty is to transfer or get data to or from main memory so that memory operations become faster.
Digital Watermarking
Digital Watermarking is an extensive technique for embedding data into different types of digital forms. It includes audio, video, images, and other similar objects. The majority of digital devices can easily read and detect digital watermarks by validating the original content.
Domain Name System (DNS)
The Domain Name System (DNS) can simply be called phonebook that comes with the information of domain names location is stored for further translation into IP addresses. In simple words, it translates the domain names into IP addresses allowing browsers to load resources on the internet.
Distributed Systems
A distributed system can be called a cluster of computer systems that work in collaboration with each other to look like as a single entity to the end-user. All the computers in the system are connected through a distribution middleware. The main purpose of this system is sharing various resources to the users with a single network.
Nanoparticles
A nanoparticle is a material used for making computer hardware components with a motive to boost the density of solid-state memory. The complete process is performed by followed a process known with the name of nanotechnology. It let the memory consume low power along with reducing chances of failure.
SCADA is a computer technology used for collecting and checking real-time data. It is fully abbreviated as Supervisory Control and Data Acquisition. The main purpose of this application can be founded in the telecommunications, energy, gas refining, and transportation industry.
LAN WAN MAN
LAN (Local Area Network) is a cluster of network devices that are connected with each other in the same building. MAN (Metropolitan Area Network) performs the same job but covers a large area than LAN like a city or town. WAN (Wide Area Network) covers a bigger area than both LAN and MAN.
A black hole is a fascinating object that is located in outer space. They have a very dense nature and a pretty solid gravitational attraction that even light can’t grasp after coming closer to them. Its existence was predicted first by Albert Einstein in 1916.
Distributed denial-of-service attack (DDoS)
Distributed Denial of Service (DDoS) is a DOS attack that includes a variety of compromised systems. It is often related to the Trojan which is a common form of malware. It includes attackers who transmit data to enjoy vulnerabilities harming the business systems.
E-ball Technology
E-Ball is a sphere-shaped computer system that comes with all features of a traditional computer but has a very smaller size. It even comes with a large screen display along with mouse and keyboard. It is designed in such a way that portability gets a great boost.
Enterprise Resource Planning (ERP)
Enterprise Resource Planning is a business modular software that created for integration of major functional areas in the business processes of the company in a unified area. It comes with core software components that are known as modules targeting major areas in businesses that include production, finance, accounting, and many more.
Extreme Programming (EP)
Extreme Programming (XP) is a software development process whose main mission is creating top-quality software matching needs of clients. It is pretty useful where there are software requirements that change on a dynamic basis. Also, this methodology is used in areas where risks result from fixed time projects
Biometric Security System
Biometric Security is a well-known security system that mainly utilized for authenticating and giving access to the company for verification of a person’s characteristics instantly. It is one of the most powerful techniques used for identity verification in various countries globally.
Common Gateway Interface (CGI)
The Common Gateway Interface (CGI) is a detailed specification that shows the way a program interact with an HTTP server. It works as a middleware between external databases and WWW servers. There are particular information and formatting processes performed by CGI software for WWW servers.
Carbon Nano Technology
The carbon nanotechnology is a process to control atom assembly of molecules at certain dimensions. The main material used for this process is Carbon nanobeads.
Middleware Technologies
The middleware technologies are an application that used making a connection between network requests created by a client for back-end data requested by them. It is a very common software used in the software world in both complexes as well as existing programs.
Invisibility Cloaks
Invisibility Cloaks also known as a clocking device is a method for steering light waves near a material to make it look invisible. There is a great role played by the viewer’s eyes and the instrument used on the level of visibility.
Computer Peripheral
A computer peripheral is a device whose main job is adding information and instructions in the system for storing and then transferring the process data to the user or a device that comes under the system’s administration. Some common examples of a computer peripheral are a printer, scanner, mouse, and keyboard.
Mobile Number Portability (MNP)
Mobile Number Portability (MNP) is an advanced level technology using which the mobile phone subscribers can change their cellular operator without changing their number. It was launched in Singapore about two decades ago, but since then expanded to almost every country across the globe. The complete process to change operator is very customer-friendly and easier.
HTML fully abbreviated as Hypertext Markup Language is a computer language that is mainly used for creating paragraphs, headings, links, blockquotes, and sections in a web page or applications. However, it isn’t a programming language and doesn’t come with the desired features for developing dynamic functionality.
Technical Seminar Topics for CSE
- IP Spoofing
- Mobile Phone Cloning
- Bluetooth Technology
- Mobile Computing
- Pill Camera
- Human Computer Interface
- Software Testing
- Data Mining
- Artificial Neural Network (ANN)
- Wireless Sensor Networks (WSN)
- Wireless Mesh Network
- Digital Light Processing
- Distributed Computing
- Night Vision Technology
- Wireless Application Protocol
- 4G Wireless System
- Artificial Eye
- Asynchronous Chips
- Graphics Processing Unit (GPU)
- Wireless Communication
- Agent Oriented Programming
- Autonomic Computing
- GSM (Global System for Mobile Communications)
- Interferometric Modulator (IMOD)
- Microsoft Surface
- Cryptography and Network Security
- 5G Technology
- FERROELECTRIC RAM (FRAM)
- Object Oriented Programming (OOP)
- Network Topology
- Project Loon
- Storage Area Network (SAN)
- Hybridoma Technology
- Ribonucleic Acid (RNA)
- Cryptocurrency
- Handheld Computers
- Specialized Structured Svms In Computer Vision
- Intel Centrino Mobile Technology
- Digital Audio Broadcasting
- Screenless Display
- Cloud Storage
- IP Telephony
- Microprocessor and Microcontrollers
- Strata Flash Memory
- Gaming Consoles
- The Qnx Real-Time Operating System
- High Performance DSP Architectures
- Tamper Resistance
- MiniDisc system
- XBOX 360 System
- Single Photo Emission Computerized Tomography (SPECT)
- Tactile Interfaces For Small Touch Screen
- Cooperative Linux
- Breaking the Memory Wall in MonetDB
- Synchronous Optical Networking
- Virtual Keyboard Typing
- Optical Networking and Dense Wavelength Division Multiplexing
- Driving Optical Network Evolution
- Low Energy Efficient Wireless Communication Network Design
- Hyper-Threading technology
- Money Pad The Future Wallet
- Remote Method Invocation (RMI)
- Goal-line technology
- Security And Privacy In Social Networks
- Yii Framework
- Digital Preservation
- Optical Storage Technology
- Nvidia Tesla Personal Supercomputer
- Dynamic Cache Management Technique
- Real-Time Task Scheduling
- Session Initiation Protocol (SIP)
- Conditional Access System
- Project Oxygen
- Big Data To Avoid Weather Related Flight Delays
- Operating Systems with Asynchronous Chips
- Predictive Analysis
- Sandbox (computer security)
- Network Address Translation
- Biometrics Based Authentication
Also See: 105+ Technical IEEE Seminar Topics for CSE
Best Seminar Topics for CSE
- Google Chrome OS
- Google Glass
- Intrusion Detection Systems (IDS)
- Jini Technology
- LAMP Technology
- Mind Reading
- Meta Search Engine
- Nanotechnology
- Network Security
- Operating System
- Restful Web Services
- SDLC (Software Development life cycle)
- Sixth Sense Technology
- Software Reuse
- Service Oriented Architecture (SOA)
- Steganography
- Search Engine Optimization(SEO)
- Tidal Energy
- UNIX Operating System
- Virtual Private Network (VP N)
- Voice over Internet Protocol (VoIP)
- Wearable Computing
- Holographic Memory
- Data Storage On Fingernail
- Green Computing
- Universal Serial Bus (USB)
- Computer Networks
- Agile Methodology
- Parts of a Computer
- Human Area Network Technology
- Smart Dustbins for Smart Cities
- Open Graphics Library (Open Gl)
- Elastic Quotas
- Java Server Pages Standard Tag Library (Jstl)
- Mobile Computing Framework
- Zenoss Core
- Smart Pixel Arrays
- Local Multipoint Distribution Service
- Nano Computing
- Quantum Cryptography
- Anonymous Communication
- NFC and Future
- Cluster Computing
- Fog Computing
- Intel Core I9 Processor
- Python Libraries for Data Science
- Google Project Loon
- 64-Bit Computing
- Holographic Versatile Disc (Hvd)
- Virtual Instrumentation
- 3G-vs-WiFi Interferometric Modulator (IMOD)
- Compositional Adaptation
- Wireless Networked Digital Devices
- Helium Drives
- Param 10000
- Palm Operating System
- Meteor Burst Communication
- Cyberterrorism
- Location-Aware Computing
- Programming Using Mono Software
- Utility Fog
- Terrestrial Trunked Radio
- Blockchain Technology
- Exterminator
- Internet Telephony Policy in INDIA
- Voice Portals
- The Callpaper Concept
- Google cloud computing (GCP)
- Web Scraping
- Edge Computing
- Compact peripheral component interconnect
- Health Technology
- Smart Card-Based Prepaid Electricity System
- Phase Change Memory – PCM
- Biometrics in SECURE e-transaction
- Wireless Chargers (Inductive charging)
- Bluetooth V2.1
- Virtual Surgery
Also See: 200+ Paper Presentation Topics For CSE
Seminar Topics for BCA, MSC (Computer Science) and M-Tech
- Genetic Engineering
- Grid Computing
- Optical Coherence Tomography
- Google Wave
- Wireless Fidelity(WiFi)
- Online Voting System
- Digital Jewellery
- Random Access Memory (RAM)
- Quantum Computing
- Digital Cinema
- Polymer Memory
- Rover Technology
- E-Paper Technology
- Image Processing
- Online/Internet Marketing
- Google App Engine
- Computer Virus
- Virus and Anti Viruses
- Artificial Intelligence (AI)
- Gi-Fi Technology
- Mobile Jammer
- X-MAX Technology
- Space Mouse
- Diamond Chip
- Linux Operating Systems
- Web Services on Mobile Platform
- Smart Memories
- Client Server Architecture
- Biometric Authentication Technology
- Smart Fabrics
- 3D Internet
- Bio-metrics
- Dual Core Processor
- Wireless Mark-up Language (WML)
- Transactional Memory
- Visible light communication
- MIND READING COMPUTER
- Eye Tracking Technology
- Confidential Data Storage and Deletion
- USB Microphone
- Pivothead video recording sunglasses
- Slammer Worm
- XML Encryption
- Compute Unified Device Architecture (CUDA)
- Integer Fast Fourier Transform
- Extensible Stylesheet Language
- Free Space Laser Communications
- AC Performance Of Nanoelectronics
- Graphical Password Authentication
- Infinite Dimensional Vector Space
- Near Field Communication(NFC)
- Holographic versetail disc
- Efficeon Processor
- Advanced Driver Assistance System (ADAS)
- Dynamic TCP Connection Elapsing
- Symbian Mobile Operating System
- Artificial Passenger
- RESTful Web Services
- Google Chrome Laptop or Chrome Book
- Focused Web Crawling for E-Learning Content
- Tango technology
- Distributed Interactive Virtual Environment
- Place Reminder
- Encrypted Hard Disks
- Bacterio-Rhodopsin Memory
- Zettabyte file System (ZFS)
- Generic Visual Perception Processor GVPP
- Teleportation
- Digital twin (DT)
- Apache Cassandra
- Microsoft Hololens
- Digital Currency
- Intrusion Tolerance
- Finger Reader
- DNA digital data storage
- Spatial computing
- Linux Kernel 2.6
- Packet Sniffers
- Personal Digital Assistant
- Dynamic TCP Connecting Elapsing
- Hyper Transport Technology
- Multi-Protocol Label Switching (MPLS)
- Natural Language Processing
- Self Defending Networks
- Optical Burst Switching
- Pervasive Computing
Top 10 Seminar topics for CSE
1. Embedded Systems
An embedded system can be called a combination of hardware and software that created for a particular function in a system. Some major locations of an embedded system are household appliances, medical devices, industrial machines, vending machines, mobile devices, and many more.
2. Digital Signature
A digital signature can be called an electronic signature used for guaranteeing the authenticity of a digital document. It is a very useful technique that mainly used for validating authenticity along with integrating certain software, a message or a document.
3. 3D Internet
3D Internet is a next level and advanced method where two powerful technologies- the Internet and 3D graphics are combined. The main purpose of this ultra-level technique is providing realistic 3D graphics with the help of internet. Also known as Virtual Worlds, this interactive and engaging system is used by top organizations like Microsoft, Cisco, IBM, etc.
4. Generations of Computer
The generations of computers are the advancement in technology that has resulted in creating lots of computer equipment over the years. There are five generations of computers that include vacuum tubes, transistors, microprocessors, artificial intelligence, and microprocessors.
5. Blue Eyes Technology
Blue Eyes is an advanced technology that created with a mission to develop computational machines with sensory powers. There is a non-obtrusive sensing technique used by this technology with the use of latest video cameras and microphones. In simple words, it is a machine that understands the requirements of users and what he/she needs to see.
6. History of Computers
Many people believe that computers arrived in the business world in the 19 th century, but the reality is the world computer first used in 1613. The earliest form of computers was the tally stick that was just an old memory used for writing numbers and messages. Since then, there are tons of revolutions that resulted in this business that results in the creation of present-day computers.
7. Nanomaterials
Nanomaterials are the chemical materials that are processed at a minimum dimension, i.e., 1-100nm. They are developed naturally and possess physical as well as chemical properties. These materials are used in a variety of industries are cosmetics, healthcare, and sports among others.
8. Search Engine
A search engine is an online software whose main purpose is searching a database having details regarding the query of the user. There is a complete list of results matching perfectly to the query provided by this software. Google is the best example of a search engine.
9. Firewall
Firewall is security equipment whose main aim is having an eye on the incoming and outgoing traffic in the network. Furthermore, it allows or block data packets according to rules set by the security. In a simple definition, we will say it is created for creating a bridge of internet network & incoming traffic with external sources like the internet.
10. DNA Computing
DNA Computing is a method of computations with the help of biological molecules. This technique doesn’t use basic silicon chips that are quite common in other computation processes. It was invented by American Computer scientist Leonard Adleman in 1994 and displayed the way molecules can be utilized for solving computational issues.
List of Latest Technologies in Computer Science
- Plan 9 Operating System
- FeTRAM: A New Idea to Replace Flash Memory
- Cloud drive
- PON Topologies
- Digital Scent Technology
- Integrated Services Digital Network (ISDN)
- Magnetoresistive Random Access Memory
- Cryptography Technology
- Sense-Response Applications
- Blade Servers
- Revolutions Per Minute, RPM
- Secure Shell
- Ovonic Unified Memory (OUM)
- Facebook Thrift
- Chameleon Chip
- Wiimote Whiteboard
- Scrum Methodology
- liquid cooling system
- Smart Client Application Development Using .Net
- Child Safety Wearable Device
- Tizen Operating System – One OS For Everything
- Surround Systems
- Trustworthy Computing
- Design and Analysis of Algoritms
- Digital Media Broadcasting
- Socks – Protocol (Proxy Server)
- Transient Stability Assessment Using Neural Networks
- Ubiquitous Computing
- Snapdragon Processors
- Datagram Congestion Control Protocol (Dccp)
- Graph Separators
- Facebook Digital Currency – Diem (Libra)
- Design And Implementation Of A Wireless Remote
- A Plan For No Spam
- Quantum machine learning
- Pivot Vector Space Approach in Audio-Video Mixing
- Image Guided Therapy (IGT)
- Distributed Operating Systems
- Orthogonal Frequency Division Multiplplexing
- Idma – The Future Of Wireless Technology
- Shingled Magnetic Recording
- Intel MMX Technology
- Data Scraping
- Itanium Processor
- Social Impacts Of Information Technology
- Digital Video Editing
- Wolfram Alpha
- Brain computer interface
- HelioSeal Technology
- JOOMLA and CMS
- Intelligent Cache System
- Structured Cabling
- Deep Learning
- Ethical Hacking on Hacktivism
- Data-Activated Replication Object Communications (DAROC)
- Strata flash Memory
- Controller Area Network (CAN bus)
- USB Type-C – USB 3.1
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Trending M.Tech Final Year Projects for CSE Students - PowerPoint PPT Presentation
Trending M.Tech Final Year Projects for CSE Students
"welcome to the presentation on trending m.tech final year projects for computer science and engineering (cse) students. in this presentation, we will explore exciting project ideas that align with the latest technological trends and advancements in the field of cse. " – powerpoint ppt presentation.
- TechieYan Technologies
- Welcome to the presentation on trending M.Tech final year projects for Computer Science and Engineering (CSE) students.
- In this presentation, we will explore exciting project ideas that align with the latest technological trends and advancements in the field of CSE.
- Title "Deepfake Detection Using Convolutional Neural Networks"
- Description Develop an AI-based system that can detect deepfake videos using convolutional neural networks. Explore techniques such as facial recognition, image manipulation detection, and anomaly detection to identify manipulated videos.
- Objective Create an efficient and accurate deepfake detection system to counter the rise of misleading content in digital media.
- Title "Smart Home Automation Using IoT and Voice Recognition"
- Description Build a smart home automation system using IoT devices and integrate voice recognition capabilities. Develop a system that allows users to control various home appliances and devices using voice commands.
- Objective Design an intuitive and convenient solution for home automation, enhancing the comfort and efficiency of daily living.
- Title "Blockchain-Based Secure File Sharing Platform"
- Description Develop a secure file sharing platform using blockchain technology. Implement encryption, access control, and distributed storage mechanisms to ensure confidentiality, integrity, and availability of shared files.
- Objective Create a robust and tamper-proof file sharing platform that enhances data security and privacy.
- Title "Predictive Analytics for Disease Diagnosis"
- Description Utilize machine learning algorithms and data analytics techniques to develop a predictive model for disease diagnosis. Gather and analyze relevant medical data to create an accurate and reliable diagnostic system.
- Objective Improve healthcare outcomes by developing a system that can assist in early detection and prediction of various diseases
- Title "Serverless Computing for Scalable Web Applications"
- Description Implement a serverless architecture for developing scalable web applications. Utilize cloud platforms such as AWS Lambda or Google Cloud Functions to build a system that dynamically scales based on user demand.
- Objective Design an efficient and cost-effective solution for web application development that optimizes resource utilization and reduces operational overhead.
- Title "AR-Based Interactive Learning Platform"
- Description Create an AR-based learning platform that enhances traditional classroom education. Develop interactive 3D models, simulations, and visualizations to improve student engagement and understanding.
- Objective Enhance the learning experience by integrating AR technology into the educational process, fostering better comprehension and retention of knowledge.
- In conclusion, these trending M.Tech final year projects offer exciting opportunities for CSE students to explore cutting-edge technologies and contribute to their respective fields.
- Each project aligns with the latest advancements and trends in areas such as AI, IoT, cybersecurity, data science, cloud computing, and AR/VR.
- Remember to choose a project that aligns with your interests and future career goals.
- Thank you for your attention. Now, let's move on to the question and answer session.
- Techieyan Technologies is a pioneer in Artificial intelligence, Robotics, Machine learning, IoT and Electronics. We provide the best training with real-time industry projects to work on. We have been successfully training more than 2000 students on these trending technologies. We provide you with classroom and online training. Get certified in these courses and can also be part of our internship training program.
- Address 16-11-16/V/24, Sri Ram Sadan, Moosarambagh, Hyderabad, Telangana 500036
- Phone 070755 75787
- Websitehttps//techieyantechnologies.com/
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Computer Science Project
Jul 28, 2014
150 likes | 460 Views
Computer Science Project. Lumines Block Challenge. Team 22 沈昇勳、李宗儒、洪銘駿. What is Lumines ?. Sit still and watch the film. Lumines is a game that you operate 2*2 blocks which is composed of 2 colors: red and white.
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Presentation Transcript
Computer Science Project Lumines Block Challenge Team 22 沈昇勳、李宗儒、洪銘駿
What is Lumines? • Sit still and watch the film. • Lumines is a game that you operate 2*2 blocks which is composed of 2 colors: red and white. • To get points, we “drop” the block at the top of the screen and try to form 2*2 blocks composed of only one color. • A line swipes from left to right and eliminates the 2*2 blocks in one color. • But almost everyone knows this game……
How is the score calculated? • We try to arrange the blocks with the same color together. • A line swipes through the screen, eliminating the blocks in one color. • Bywhatstrategycan we score the most?
Motive • Our friend, SillyDuck Yang dedicated his wholelife to writing a C++ lumines program that can beat the cellphone version. However, he faced some technical difficulties and put the project away. • He mentioned this project to us. We found it very interesting and challenging. So we decided to pick up from where he stopped.
Can it be written in C++? • Yes. • 當然可以 • 東聯诶賽
But how? • During our first attempt, we wrote a two- dimensional array, which is composed of 3 numbers: 0, 1 and 2. 0 represents blank, 1 being red, 2 being white. • In the project, we will write several functions so that we are able to control the movement and rotation of the block. • The elimination of the blocks also needs to be discussed. • We also aim for the enhancing of the game’s playability if possible.
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Abstract: The advent of large language models (LLMs) brings an opportunity to minimize the effort in search engine result page (SERP) organization. In this paper, we propose GenSERP, a framework that leverages LLMs with vision in a few-shot setting to dynamically organize intermediate search results, including generated chat answers, website snippets, multimedia data, knowledge panels into a coherent SERP layout based on a user's query. Our approach has three main stages: (1) An information gathering phase where the LLM continuously orchestrates API tools to retrieve different types of items, and proposes candidate layouts based on the retrieved items, until it's confident enough to generate the final result. (2) An answer generation phase where the LLM populates the layouts with the retrieved content. In this phase, the LLM adaptively optimize the ranking of items and UX configurations of the SERP. Consequently, it assigns a location on the page to each item, along with the UX display details. (3) A scoring phase where an LLM with vision scores all the generated SERPs based on how likely it can satisfy the user. It then send the one with highest score to rendering. GenSERP features two generation paradigms. First, coarse-to-fine, which allow it to approach optimal layout in a more manageable way, (2) beam search, which give it a better chance to hit the optimal solution compared to greedy decoding. Offline experimental results on real-world data demonstrate how LLMs can contextually organize heterogeneous search results on-the-fly and provide a promising user experience.
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arXivLabs: experimental projects with community collaborators
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.
Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them.
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Free PPT Slides for Computer Science - Download Now - LearnPick PowerPoint Presentation Slides Search our vast collection of PowerPoint presentations. Choose Subject PPTs for Computer Science by: Titli Computer Networking BCA, BCA Subjects, Computer Science (3 Slides) 91 Views by: Gomathy Presentation On What Is An Operating System?
Template 1: Cover Letter for Computer Science Project Proposals When it comes to a project proposal, its cover letter is one of the most prominent and supporting elements. Using this cover letter, you can offer initial insight to the client (s) about the proposal.
Electrical Engineering and Computer Science; As Taught In Fall 2021 Level Undergraduate. Topics Engineering. Computer Science. Artificial Intelligence; Learning Resource Types ... Presentation Slide Deck (PDF - 3 MB) Download File DOWNLOAD. Course Info Instructor Brandon Leshchinskiy; Departments Electrical Engineering and Computer Science ...
Computer science degrees prepare students for the jobs of the future (and the present!). If you are interested in getting an education about coding, math, computers, and robots, this is the degree for you! Speak about it with this futuristic template that will take the viewers to another digital dimension.... Technology 16:9 Soft Palette Consulting
Let's dive in and align your projects with the pulse of the industry - it's about to get exciting! Template 1: Half- yearly Computer Science Roadmap followed by Company Employees. Introducing an ultimate tool for seamless project execution! Crafted with precision, this ready to use template transforms the mundane into an organized masterpiece.
914 subscribers Subscribe Subscribed Share 387 views 4 months ago Welcome to our comprehensive guide on how to prepare a stellar computer science project presentation! Whether you're a...
Education. This video on Final Year Projects for Computer Science by simplilearn is focused on the industry-relevant projects that will give a waitage for your resume, which are on the on-trend domain according to the current IT standards. This tutorial will cover the projects on some of the most popular Domains like Artificial intelligence ...
720+ computer science PPT Templates - Slide Members Result for ' computer science ' 724 Templates are available. FILTER All Category expand_more Rating expand_more All Ratios expand_more Sort by Accuracy science Business Presentation Templates Easy to edit and customize 100% vector (fully editable maps, infographic, icons)
Computer Science Proposal Google Slides & PPT template Computer Science Proposal Business Like Ads Computer Science Proposal Presentation Premium Google Slides theme and PowerPoint template A slide deck whose overall look and feel is very techie is what you need to put forward a proposal for a computer science project.
Computer science is a popular topic of study today, with numerous applications spanning a wide range. Final-year students frequently find it difficult to select the appropriate computer science project. On the final day of graduation, projects are the only thing that matters.
To help you get started, we've compiled a list of 155 final year project ideas for computer science students, presented in the simplest language possible. 150+ Final Year Project Ideas For Computer Science Students Table of Contents Web Development Projects:
This is a list of computer science Presentation Topics for students and professionals. These updated topics can be used for PowerPoint Paper presentation, Poster Presentation, classroom ppt presentation, seminars, seminars, webinars and conferences. etc.
Explore a trendy, minimalistic 3D presentation for your College Major in Computer Science. Ideal for Education, Marketing, Business & Web profiles. Fully customizable and 100% free to use!
Computer science degrees prepare students for the jobs of the future (and the present!). If you are interested in getting an education about coding, math, computers, and robots, this is the degree for you! Speak about it with this futuristic template that will take the viewers to another digital dimension.
Project Submission Details. Write-up and Code submission. You must use our provided templates. Email your project proposal, milestone report, final report and zipped code to: [email protected] , with the following format: Subject Line: Course Project Proposal/Milestone/Report. Body: Full names of all group members, SUNet ID's and Project ...
The presentation aims to inspire CSE students to explore different project ideas and technologies within their field. This PowerPoint presentation showcases a variety of mini projects suitable for Computer Science Engineering (CSE) students. It covers projects in web development, mobile app development, data analysis, machine learning, IoT ...
Computer Science. Department. Title: Special Project Template. by. Candidate: Jane Doe. Special Project Presentation (595)
3. Advantages of Final Year Computer Science Project @ Cegonsoft • Excellent faculty members to guide the students in project of their choice. • Cegonsoft has good infrastructure. • Trained "n" number of computer science students. • Adequate usage of computer lab for practical Session. • Free Soft skill training and personality ...
700+ Seminar Topics for CSE (Computer Science) with ppt (2024) Seminar Topics for Computer Science (CSE) with ppt and report (2024): As technology is emerging day by day. new technologies are coming quickly. And Seminar topics for Computer Science are becoming must find for every student.
"Welcome to the presentation on trending M.Tech final year projects for Computer Science and Engineering (CSE) students. In this presentation, we will explore exciting project ideas that align with the latest technological trends and advancements in the field of CSE. " - A free PowerPoint PPT presentation (displayed as an HTML5 slide show) on PowerShow.com - id: 9706a2-NDY1N
16:9 Computer Science Proposal A slide deck whose overall look and feel is very techie is what you need to put forward a proposal for a computer science project. And that's what you'll get with this template. The details on the backgrounds are so enticing and the neon tone used for the text contrasts... Business 16:9
Computer Science Project. Lumines Block Challenge. Team 22 沈昇勳、李宗儒、洪銘駿. What is Lumines ?. Sit still and watch the film. Lumines is a game that you operate 2*2 blocks which is composed of 2 colors: red and white. Download Presentation same color line swipes first attempt dimensional array lumines lumines block challenge team sanura
Programming Lesson. If you teach programming languages and related issues, download and personalize this template to prepare your lesson. The fonts look computer-like, and it's very creative. Insert some info about the features of the topic, assignments and support them with visual aids, such as bar graphs. Technology.
The advent of large language models (LLMs) brings an opportunity to minimize the effort in search engine result page (SERP) organization. In this paper, we propose GenSERP, a framework that leverages LLMs with vision in a few-shot setting to dynamically organize intermediate search results, including generated chat answers, website snippets, multimedia data, knowledge panels into a coherent ...