IntelliBrush

Open a project inside Datature Nexus, tap the brush on any object, and a precise mask appears. That’s the core workflow: import images, pick a class, click or drag light strokes, and IntelliBrush locks onto boundaries with pixel-level control. Use familiar tools—zoom, pan, edge refine, feathering—to clean up edges in seconds. Adjust contrast or denoise difficult frames with built-in image enhancement before labeling. Assign class colors, switch labels with hotkeys, and move through a folder with next/previous shortcuts to build a clean, balanced dataset fast.

When volume ramps up, keep speed without losing accuracy. Sweep across multiple instances in a scene, then use quick-fix handles to add or remove regions without redrawing. Complex shapes, overlapping parts, or semi-transparent materials are handled by painting minimal hints; the brush snaps to contours while preserving fine details like cables, leaves, and hair. Run light QA as you go—coverage heatmaps and class counts surface gaps, while warnings flag tiny or ambiguous regions. Save versions at key milestones so you can compare masks, roll back, or branch for experiments without disrupting production.

Review with your team directly where the work happens. Drop anchored comments on exact pixels, @mention a reviewer, or start a thread on a tricky frame. Use markup arrows and freehand notes to communicate fixes, and set statuses like To Review, Changes Needed, and Approved. A built-in chat panel keeps context with the image so decisions are documented. Share HTML previews for stakeholders, or export a quick PDF of before/after masks to settle sign-off. Every action is tracked, making handoffs and audits straightforward.

Closing the loop is simple. Export masks as PNG, vector outlines as JSON, and project summaries as PDF; pull them into your training pipeline or kick off experiments in Nexus with the same dataset. Monitor results, then bring model feedback back into labeling to target failure cases. Whether you’re segmenting products for e‑commerce cutouts, outlining lesions in medical scans, mapping crops from drone imagery, or marking hazards on construction feeds, IntelliBrush adapts to the scene—not the other way around. The result is a practical, repeatable path from raw images to training-ready labels with minimal setup and maximum control.