Let's break down spherical aberration, coma, astigmatism and other effects in machine vision. How they affect sharpness and how to correct for computer vision tasks. For developers.
Toyota tests machine vision and control through basketball robot CUE7. Learn about weight reduction, records, and applications in robotics. Read the analysis of implications for the industry.
How the TAPe detector with 100k parameters outperforms YOLO and RF-DETR in speed and resource savings. Detailed breakdown of benchmarks and advantages for developers.
Training TAPe embeddings on synthetics gives 74% COCO classification. Rejection of transformers, reconstruction results 82%. For CV developers — experiment details and plans.
From the web
Machine - Wikipedia
https://en.wikipedia.org/wiki/Machine
6.1Gears and gear trains. 6.2Cam and follower mechanisms. 6.3Linkages.