One-Pixel Attacks: Why Computer Vision Security Is More Fragile Than You Think
Have you ever stared at a “Spot the Difference” puzzle and felt like your brain was melting? Same.
Deep learning
Neural networks for vision: the OpenCV DNN module, YOLO and Darknet models, CNNs, U-Nets, PyTorch, TensorFlow, transformers and segmentation.
Meta SAM 3: Next-Gen Object Segmentation [2025 Guide]
While Meta AI has seen its share of experimental hits and misses, the newly unveiled Meta Segment Anything Model 3 (SAM 3) is undeniably superb.
Open source projects navigator
Open Source Atlas Essential projects for the modern stack Interactive Project Map
How to Segment and Monitor Skin Anomalies Over Time Using Computer Vision
Techniques for segmenting, mapping, and tracking changes in skin anomalies by computer vision CNNs, U-Nets, and transformers using OpenCV and PyTorch
3D Pose Detection with MediaPipe & Python [Source Code]
In this tutorial, I’ll walk you through the basics of two Python scripts for human pose detection using 3D keypoints from a video using MediaPipe, where…
Simple Opencv tutorial for yolo darknet object detection in DNN module
Opencv yolo 3 tiny people detection simple tutorial with full source code and configuration.
How to set Tensorflow 2 on Colab.research.google.com
This simple tutorial show you how to set Tensorflow 2 version in google Colab. It is simple step by step, picture by picture guide.
Deep learning by Yolo Darknet vs HAAR and LBP cascades in people detection
People detection compared on the same dataset: YOLO Darknet in the OpenCV 4 DNN module against HAAR and LBP cascades, with CPU results for each.
YOLO Tiny v2 CPU Performance in OpenCV 4 DNN [2025]
Opencv 4 DNN, People detection CPU performance with yolo 2 tiny model I am still working on a tutorial on how to simply run yolo and others model in…
[2025] Testing OpenCV 4 DNN with YOLO v2 Tiny
trailer- Testing opencv 4 deep neural network I am working on tutorial and notes about DNN module.
About Opencv 3.2 and Deep Regression Networks
Opencv 3.2, and Deep Regression Networks Opencv 3.2 is out. I am just checking the change log.
Computer vision car dataset for opencv and machine learning
Opencv free car detection dataset for HAAR and LBP classifier learning. Collect the positive samples should be a boring and long term issue.
