Sightline - Collaborative Vision CRDT Verification Engine

Voice Patch Hotkeys: V Verify · Del Remove

Object Inspector None Selected

Select a Bounding Box

Click any detection to inspect sub-pixel coordinates and history.

Object Classification

Confidence Score 0%

Normalized Coordinates (%)

\[ymin, xmin, ymax, xmax\]

Verify (V) Delete

CRDT Audit Lineage Sub-50ms Sync

No edits recorded for this detection.

Commission Dataset Verification Batch

Verified ground-truth annotations with full audit lineage

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Select Batch Scope

50 Images

$50

12hr Turnaround

Popular

100 Images

$100

24hr + COCO/VOC

500 Images

$350

Enterprise Audit

Your Work Email

Dataset / Image Link

Target Format & Specific Instructions

Submit Verification Request

#### Verification Request Queued!

Our audit engineers have received your dataset details. You will receive an inspection confirmation and delivery timeline at your email within 2 hours.

Export Clean Vision Dataset

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Download deterministic annotation files ready for PyTorch, TensorFlow, and YOLO training pipelines.

COCO JSON (.json)

Standard format for Detectron2, MMDetection, and Roboflow.

Pascal VOC (.xml)

Standard XML format with sub-pixel bounding box limits.