Content Aware Cut Detection

via “smart content area detection with ad/navigation exclusion”

Bilingual side-by-side webpage translation extension.

Unique: Implements smart content area detection using text density heuristics and semantic HTML analysis, with optional machine learning-based detection and user override capability. Reduces API costs and improves translation quality by excluding non-content elements.

vs others: More accurate than naive full-page translation which translates ads and navigation; more flexible than site-specific CSS selectors which break on website redesigns. User override capability enables customization without requiring extension updates.

via “content-aware-cut-detection”