Capability
Automated Pixel Level Annotation
20 artifacts provide this capability.
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via “video annotation with frame-by-frame tracking and automatic interpolation”
Open-source computer vision annotation tool.
Unique: Stores only keyframe annotations plus interpolation parameters rather than per-frame data, reducing storage 90% and enabling efficient version control. Tracking models (SiamMask, STARK) are pluggable via Nuclio, allowing teams to swap models without code changes.
vs others: More efficient than Labelbox's video annotation (which stores per-frame data) and more flexible than OpenCV's tracking API (which lacks interactive refinement). Automatic interpolation reduces annotation time vs. manual per-frame tools like VGG Image Annotator.