AWhat changed
Predicted class scores and shared box offsets for predefined priors at several feature-map resolutions, integrating multi-category detection without a separate proposal-generation stage.
Scientific scope
Predicted class scores and shared box offsets for predefined priors at several feature-map resolutions, integrating multi-category detection without a separate proposal-generation stage. Inherits MultiBox and anchor-based ideas. Single-shot removes a proposal stage, not necessarily post-processing, and does not imply constant work independent of image resolution.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Inherits MultiBox and anchor-based ideas. Single-shot removes a proposal stage, not necessarily post-processing, and does not imply constant work independent of image resolution.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
Full scientific record · Browse contribution grades · Request a correction