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📰 Dev.to · byeval

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Auto-Detect Should Not Auto-Apply: Building Reviewable Redaction Overlays

Dev.to · byeval 📐 ML Fundamentals ⚡ AI Lesson 2mo ago

Auto-Detect Should Not Auto-Apply: Building Reviewable Redaction Overlays

How to turn automatic detections into tagged, editable overlay objects instead of destructive one-click bitmap edits.

Stop Exporting The Viewport: How Zoomed Image Editors Map Back To Original Pixels

Dev.to · byeval 🖌️ UI/UX Design ⚡ AI Lesson 2mo ago

Stop Exporting The Viewport: How Zoomed Image Editors Map Back To Original Pixels

How to separate viewport transforms from source-pixel geometry so zoomed image editors still export correctly.

How To Auto-Detect QR Codes, Signatures, and License Plates In The Browser

Dev.to · byeval 👁️ Computer Vision ⚡ AI Lesson 2mo ago

How To Auto-Detect QR Codes, Signatures, and License Plates In The Browser

How to combine BarcodeDetector, OCR heuristics, and pixel analysis into one browser-side reviewable privacy workflow.

Building Browser-First Image Redaction Without Uploading Files

Dev.to · byeval 🎨 Image & Video AI ⚡ AI Lesson 2mo ago

Building Browser-First Image Redaction Without Uploading Files

How to keep sensitive image redaction local in the browser with editable overlays, clean export, and no required upload step.

OCR Is Not Redaction: Building Safer Auto-Redaction With Tesseract.js

Dev.to · byeval 🛠️ AI Tools & Apps ⚡ AI Lesson 2mo ago

OCR Is Not Redaction: Building Safer Auto-Redaction With Tesseract.js

How to turn Tesseract.js OCR output into reviewable redaction boxes instead of pretending OCR is enough by itself.