Computer Vision Dataset Engineer (Object Detection) (m/f/d)
Tasks
- Build object detection datasets
- Create active learning loops
- Curate dataset quality and diversity
- Design data ingestion pipelines
- Develop dataset audit dashboards
- Evaluate detection models and analyze errors
- Manage labeling workflows and QA
- Preprocess and transform computer vision data
- Version datasets for reproducibility
Perks/Benefits
Skills/Tech-stack
Active Learning | Albumentations | Bounding Box | COCO | CVAT | Dataset versioning | Detectron2 | ELT | ETL | IoU | Label Studio | MMdetection | Mean Average Precision | Multiprocessing | NumPy | Pandas | Precision-recall | Python | Reproducibility | SQL | SQL/noSQL | Semi-Supervised Learning | Semi-supervised | Supervised Learning | Uncertainty sampling | Vectorization
Education
N/A
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