Latest in Detection, Watermarks & Labels

clearpix.org
1,325 words

Automatic Watermark Detection: What 500 Real Cases Changed

ClearPix engineering series · Part 21 We tested automatic watermark detection on 500 real AI-platform frames: editable-selection coverage rose from 75.8% to 95.0%. A separate 36-image human-mask evaluation still measured only 47.1% precision and 11.0% recall. Those results are not contradictory: locating a useful corner box is…

winbuzzer.com
517 words

AI Detection Platform Pangram Adds Video Detection

Pangram’s new AI video detector provides timestamped judgments on whether uploaded clips contain AI-generated content. Its Chrome extension flags suspected AI images on websites. Pangram Image 1.0 is the main still-image model. Image Flash 1.0 handles both image checks and video analysis.

Detection, Watermarks & Labels

Telling real from fake: deepfake detectors, AI text detectors, watermarks such as SynthID and C2PA, and labeling rules on platforms.

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