Video Annotator

2 weeks ago


Kolkata, India Innodata Inc. Full time

Skeleton Keypoints & Bounding Box Video Annotation (Immediate joiners only) Core Annotation Skills - Accurate placement of skeleton keypoints (COCO or custom schema). - Consistent joint alignment across frames, even with motion blur or occlusion. - Precise and smooth bounding boxes across all frames. - Skilled in handling scale, perspective, and partially visible subjects. Video Annotation Expertise - Proficient in frame-by-frame labeling and interpolation. - Maintains temporal consistency in skeletons and bounding boxes. - Detects and fixes annotation drift in long sequences. - Balances speed and accuracy in complex datasets. Cognitive & Analytical Abilities - Excellent attention to detail and spatial awareness. - Strong understanding of body posture and motion. - Effective in resolving ambiguous or unclear frames. - Ensures consistent application of labeling rules. Quality Awareness - Familiar with IoU (bounding boxes) and PCK (keypoints) metrics. - Reviews and corrects annotations before submission. - Understands how data quality affects AI/ML model performance. Preferred Background (Optional) - Knowledge of basic anatomy (human/animal). - Experience with pose estimation datasets (COCO, MPII, etc.). - Worked on sports, gesture, or action-tracking projects. - Familiarity with platforms like V7 Darwin.


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    7 days ago


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