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Computer Vision Thumbnail Analyzer

YouTube Thumbnail CTR & Pixel Contrast Analyzer

Upload any thumbnail to run real-time HTML5 Canvas pixel analysis measuring visual contrast, color vibrancy, resolution, focal point density, and YouTube duration badge overlap.

Click or drag thumbnail image here

Supports PNG, JPG, WEBP (Recommended: 1280x720)

No Image Uploaded Yet

Upload any thumbnail on the left. The tool will render it on a hidden HTML5 canvas to measure real visual contrast, color saturation, and YouTube duration badge risks.

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