In the realm of video analysis, precise annotation is paramount.
Core Annotation Skills
- We are seeking an individual skilled in accurately placing keypoints using established frameworks or custom schemas.
- Maintaining consistent joint alignment across frames, even in the presence of motion blur or occlusion, is crucial for our project's success.
- The ability to draw precise and smooth bounding boxes across all frames is vital for our analysis.
- Our ideal candidate will be proficient in handling scale, perspective, and partially visible subjects with ease.
Video Annotation Expertise
The selected candidate will label frames efficiently and interpolate as needed to ensure seamless annotation.Maintaining temporal consistency in skeletons and bounding boxes is a top priority for our team.We expect our annotator to detect and correct any annotation drift in long sequences.Balance speed and accuracy in complex datasets to deliver high-quality results.Cognitive & Analytical Abilities
Attention to detail and spatial awareness are essential skills for this role.A strong understanding of body posture and motion is required to excel in this position.The ability to resolve ambiguous or unclear frames effectively is critical for our project's success.We require our annotator to apply labeling rules consistently throughout the process.Quality Awareness
Familiarity with IoU (bounding boxes) and PCK (keypoints) metrics is necessary to evaluate our annotator's performance.Regular review and correction of annotations before submission are expected.An understanding of how data quality affects AI / ML model performance is vital for our team's success.