When I was an undergrad, Prof. Rohan Lucas used to teach us a subject in electrical engineering, and was famous for drawing circuits in the air, and erasing parts of it when he realized a mistake. Us students used to struggle trying to keep up with the air drawings. This technology would have helped. :D

🚀 Built a simple Home Security System using Computer Vision Recently, I worked on a small project where I built a basic home security system using Python. 🔍 Features: * Detects motion / object using OpenCV * Plays alert sound when something is detected * Captures image at that moment * Sends real-time alert message to user Tech Used: Python | OpenCV | Pygame GitHub Repository: https://lnkd.in/dfcsJEaV This project helped me understand how real-time detection and alert systems work together. Looking forward to learning more and building better systems 🚀 #ComputerVision #Python #OpenCV #AI #Projects #Learning

🚀 Mini Project Showcase: Python Air Canvas 🎨 I recently developed an interactive Air Canvas using Python, where users can draw on the screen using just hand gestures — no physical contact required! 🔧 Technologies Used: • Python • OpenCV • Hand Tracking 📚 What I learned: • Gesture recognition • Real-time video processing • Building interactive applications This project was a great blend of creativity and technology, and I’m excited to explore more in this field! #Python #OpenCV #ComputerVision #StudentProjects #TechInnovation #LearningJourney

Turning ideas into visuals with code! I recently worked on building a simple Drawing Board using Python,OpenCV,NumPy where users can draw, erase, and create shapes interactively. What I implemented: • Drawing tools (Pen & Eraser) • Shapes (Line, Rectangle, Circle) • Color customization using RGB trackbars • Canvas controls (Clear & Save) • Extra features like Fill and Undo This project gave me practical exposure to handling mouse events and building interactive applications using OpenCV. Still exploring ways to make it more advanced and user-friendly. #Python #OpenCV #BuildInPublic #LearningJourney #ComputerVision

📽️ Project Showcase 🖐️ I built a system that lets you control your computer’s volume using just your hand — no keyboard, no mouse. Here’s how it works: → Webcam captures hand in real time → MediaPipe tracks finger landmarks with 95% accuracy → Distance between thumb & index finger maps to audio level → Runs at 30 FPS with under 100ms latency Built with Python, OpenCV, and MediaPipe. This project taught me how powerful computer vision can be for everyday usability. The future of HCI is hands-free. 🚀 Check out the code on my GitHub 👉 https://lnkd.in/dDWJP4dg #Python #ComputerVision #OpenCV #MediaPipe #ProjectShowcase #SoftwareDeveloper

Last Stone Weight: Max-Heap via Negation for Collision Simulation Python's heapq is min-heap only. Simulate max-heap by negating values. Repeatedly extract two largest stones (most negative), compute difference, reinsert if non-zero. Continue until one/zero stones remain. Max-Heap Workaround: Negating values transforms min-heap to max-heap in Python. Remember to negate back when extracting final result. This pattern applies whenever max-heap needed with heapq. Time: O(n log n) | Space: O(n) #Heap #MaxHeap #NegationTrick #PriorityQueue #Simulation #Python #AlgorithmDesign #SoftwareEngineering

Built an interactive Josephus Problem simulator using Python with marimo and network-based visualization. Implemented efficient iterative solution Modeled circular structure using graph networks. Visualized elimination dynamics and survivor patterns (heatmaps). This project bridges algorithms, graph theory, and interactive computation turning a classic problem into something you can explore dynamically. GitHub Link :- https://lnkd.in/g6tNstk7 #Python #Marimo #NetworkX #Algorithms #DataVisualization #ComputationalPhysics

🚀 Day 6/30 – Counting Game using OpenCV & Python 🐍🎮📷 Day 6 of my 30 Days Python Challenge, and today I built something fun with Computer Vision ✨ I created a real-time Counting Game using OpenCV, where the system tracks the count visually and makes the interaction more engaging while improving logic-building with image processing 💻 What I focused on today: ✨ Real-time frame processing with OpenCV ✨ Counting logic with visual feedback ✨ Building an interactive game experience ✨ Exploring practical computer vision concepts And this is just the start 👀 For the next 5 days, I’ll be sharing more OpenCV-based Python projects, diving deeper into real-time vision applications 🚀 👉 Would love your feedback! 👉 Suggest an OpenCV project I should build next 😄 Day 7 coming tomorrow… stay tuned 👀 #Python #OpenCV #ComputerVision #30DaysChallenge #PythonProjects #CodingJourney #BuildInPublic #AI #MachineLearning

🚀 Excited to share my latest project: an Image Editing App built using Python, Streamlit, and OpenCV! This interactive application allows users to: 🖼️ Upload images easily 🎨 Apply filters like Blur, Sharpness, Brightness, Contrast, Grayscale, and Edge Detection ⚡ Preview edits in real time 📥 Download the edited image instantly Through this project, I gained hands-on experience in: Image Processing with OpenCV Building interactive web applications using Streamlit Working with NumPy for image manipulation Thanks to trainer Ramkumar Eetakota sir ,Mentor Sai Manoj sir for explaining complex concepts easily Thank you Innomatics Research Labs for constant guidance . #Python #MachineLearning #ComputerVision #OpenCV #Streamlit #ImageProcessing #DataScience #Projects

Built this in an afternoon with Python Real-time hand tracking with neon AR overlays. No fancy hardware, just a webcam and a few lines of code. Tools MediaPipe (Google) OpenCV Python Just a small concept on computer vision #python #opencv #computervision