
Machine Learning
Computer Vision AI: How Machines See
How computer vision AI works: from handcrafted features to AlexNet, CNNs, ResNet, Vision Transformers, CLIP, and where machine vision still fails.
2 articles tagged with #object detection

How computer vision AI works: from handcrafted features to AlexNet, CNNs, ResNet, Vision Transformers, CLIP, and where machine vision still fails.

Object detection went from slow two-stage pipelines to real-time single-pass networks and transformer detectors. Here is how each generation works and what the benchmark numbers mean.