Company
Date Published
Author
Jeff Toffoli
Word count
321
Language
English
Hacker News points
None

Summary

Clarifai's Release 7.2 introduces advanced deep training templates and an enhanced polygon labeling interface in Scribe, aimed at improving model building and image annotation processes. The release includes the Clarifai_ResNet_AngularMargin, a model designed for high-performance face recognition and visual search tasks by using limited sample images to distinguish between numerous people or objects, and the Clarifai_EfficientDet, an efficient object detector built for scalable, fast, and lightweight performance on edge devices. Clarifai_EfficientDet utilizes a compound scaling method to enhance model efficiency by uniformly scaling various network components. Additionally, the update features improved polygon labeling tools that facilitate the efficient insertion and editing of multi-node polygon images for more precise object annotation in labeling projects.