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Introduction Porting computer vision algorithms across frameworks—such as from Python with OpenCV to a niche image processing platform—inevitably ex…
Every critic in the main video-generation service's pipeline started with the same structural limit: it graded one picture. Is this frame composed c…
B-roll is what makes a UGC testimonial feel edited rather than generated. The presenter talks to camera; cutaways show the product in hand, the labe…
So, I have been asking myself this question for quite a while, Can AI actually remember what it sees? and tell a user later that "I saw X at place Y…
I maintain a small Android app that stitches a scrolling screen into one long image. It worked well until people started pointing it at social feeds…
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…
A bad cutout rarely announces itself as a bad cutout. The car lands on a new backdrop, the paint looks clean, then a thin piece is gone. An antenna.…
Android Computer Vision for Robot Navigation Introduction Navigation requires a robot to understand its surroundings. Cameras can provide useful vis…
A model that only ever read text now looks at a photo of your fridge and suggests a recipe. Nothing about "predicting the next token" obviously expl…
Object detection has two broad architectural families: one-stage detectors that predict boxes and classes directly in a single pass, and two-stage d…
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;…
Why Decouple Reasoning from Motor Control General-purpose robots have to pull off two very different jobs at once. They need to read a cluttered, fu…
A car can be cut out cleanly and still look pasted on. The outline is right. The tires touch the ground. The mirrors have no halo. The giveaway is l…
A buyer does not open a listing and ask what the mask IoU was. They look at the mirror stalk, the antenna, the gaps between wheel spokes, the glass,…
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…
Generating one convincing person from a reference photo is close to solved. Generating two specific people in the same frame, both still recognisabl…
I want to tell you about the three weeks I spent making YOLO and ROS 2 talk to each other inside a simulator, and why it was nothing like the tutori…
Somewhere around day four of building a doorbell-camera AI for a hackathon, I caught my own system lying to me. Not maliciously — it was just guessi…
What Changed In the rapidly evolving field of Vision-Language-Action (VLA) models, a fundamental architectural challenge has persisted: the frame mi…
What Happened In a significant development for the field of artificial intelligence, researchers have unveiled Audio-Visual Flamingo (AV-Flamingo),…
Everything you need to go from pip install to a working multi-object tracker, one runnable snippet at a time. kalbee is a Python library for state e…
Let’s face it: running computer vision models on your local machine is straightforward, but deploying them to the open web with true real-time perfo…
В предыдущей статье я описал процесс компиляции модели yolo8n в HEF-файл для нейрочипа HAILO-8L в модуле HAT+. В этой работе я оцениваю быстродейств…
Three problems that look unrelated: A vibration sensor on a motor gives you a jittery reading every second. You want to know the actual wear on the…
Testing Face Embedding Nearest Neighbor Search with OpenCV SFace Hello, everyone. Face recognition can sound like a big topic, but technically it ca…
Originally published on my blog . Cross-posted here with a canonical link. This is Part 3 of a 3-part series on the transformer revolution in vision…
Most tennis video analysis starts with the ball. Where did it land? How fast did it move? Was the shot in or out? What was the trajectory? Those are…
I recently went down a rabbit hole after hearing how a major bank’s ATM face scanners were defeated by a literal piece of printer paper. It’s a clas…
Preface Every day, thousands of creative ideas sit completely dormant on workshop shelves around the world. A high-performance microprocessor sits i…
Check out my article on this blog spot, it talks about building a face recognition system that actually works in production — not a demo, not a toy,…