How I Built VisuDock: A Local-First OpenCV & RapidOCR Desktop App for Live Cameras
Hi everyone! 👋 I want to share a desktop application I’ve been developing called VisuDock Live OCR. It turns standard CCTV cameras, webcams, RTSP fe…
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# Understanding Computer Vision: From Pixels to Object Detection
Introduction Computer vision is a field of artificial intelligence that enables computers to process and understand images and videos. It can be use…
Building a Resilient Vision-Guided Desktop RPA Engine in Python (Without $15k/yr Enterprise Licenses)
Building a Resilient Vision-Guided Desktop RPA Engine in Python (Without $15k/yr Enterprise Licenses) If you work in finance, logistics, healthcare,…
DIY AI Physical Therapist: Real-Time Pose Correction with React Native and MediaPipe
Have you ever tried doing physical therapy exercises at home, only to wonder if your form is actually helping or just making things worse? 🤕 Traditi…
Running ML models in the browser with ONNX Runtime Web: a practical guide
FaceVision does face detection, recognition and liveness checks without sending a single frame to a server, because every model runs in the browser…
I built a full image editor that never uploads your photo — here's how the on-device AI parts actually work
Most background-removal and object-removal tools online work the same way: you upload an image, a server runs a model on it, you download the result…
Stop Slouching! Build a Real-Time Spine Posture Monitor using MediaPipe and Python
We’ve all been there: hunched over a keyboard at 3 AM, neck craned forward like a turtle, debugging a race condition. "Tech neck" isn't just a meme;…
The Model Is the Easy Part: What a Real-Time Computer Vision Product Actually Takes
I used to think computer vision was a model problem. It is a pipeline problem, and the model is the easy part. Here is the pattern I keep seeing. A…
Image Reconstruction Using Deep Learning: A Complete Guide
A comprehensive guide covering history, techniques, datasets, algorithms, tools, real-world applications, and final year project ideas for image rec…
QAT vs PTQ on our edge vision model: 6 months of A/B data
TL;DR: We ran post-training quantisation (PTQ) and quantisation-aware training (QAT) side by side on the same defect-classification model deployed o…
Stop retraining YOLO: a developer’s guide to zero-shot object detection with generative VLMs
If you have ever maintained a computer vision pipeline in a factory, warehouse, or construction site, you already know the drill. You spend weeks co…
How We Built a Contactless Digital Signature App inside the Browser (No Servers, 100% Private)
Traditional digital signature platforms have two major issues: privacy and cost . To sign a document, you have to upload sensitive agreements to a t…
On-Device Pose Estimation on iOS: What Actually Works in Production (Not Just Research Papers)
Research papers on pose estimation show impressive accuracy numbers. Production apps on consumer devices tell a different story. Here's what I learn…
🛰 Mission Drishti 📡: How GalaxEye Built the World’s 🌏 First OptoSAR Imaging Satellite 🛰
🛰️ Mission Drishti 📡: How GalaxEye Built the World’s 🌏 First OptoSAR Imaging Satellite 🛰️ The future of Earth 🌏 observation may not belong to camera…