What is this? This workflow audits the annotation quality of object detection datasets. Given a set of images with bounding box annotations and predictions from a trained detector, it identifies which ...

Abstract: Annotation errors are a challenge not only during training of machine learning models, but also during their evaluation. Label variations and inaccuracies in datasets often manifest as ...

Abstract: In recent years, weakly supervised video salient object detection has received widespread attention for balancing data annotation cost and performance. However, existing methods commonly ...

Camouflaged object detection (COD) aims to accurately localize and segment targets that are visually blended into complex backgrounds. For a better practical application, semi-supervised COD offers a ...

Excavation of a World War II dump pit near forest foxholes reveals personal identification items, uniform hardware, and marked porcelain used by German forces. A name label and Winterhilfswerk token ...

Miso, a six-year-old male Border collie from Canada, knows the names of about 200 toys and participated in a new study of how some dogs learn words. — VERONICA SUEN via The New York Times Basket the ...

American ice hockey star Brady Tkachuk bashed as "clearly fake" a video the White House posted on TikTok in which he appears ...

The rise of queer male characters in media, exemplified by 'Heated Rivalry,' reflects significant shifts in audience ...

Click to open image viewer. A black-and-white photograph of LL Cool J performing at Benjamin Franklin High School, the second in a series of four photographs. Cool J is pictured to the right of frame, ...

The Little Miami school board voted to remove a "Hate Has No Home Here" poster under claims that it engages students with ...

As President Donald Trump seeks to reshape museums and other cultural institutions, historian James Millward has been ...