Machine Learning Engineer, Detection and Tracking
Tasks
- Apply data augmentation
- Build multi object tracking pipelines
- Coordinate data annotation
- Curate training datasets
- Deploy using TensorRT
- Diagnose failure modes
- Evaluate model performance
- Export models to ONNX
- Fine-tune detection models
- Integrate models into platform
- Manage data pipeline end to end
- Optimize models for embedded deployment
- Train detection models
Perks/Benefits
Skills/Tech-stack
ByteTrack | Computer Vision | DETR | Data Augmentation | Dataset versioning | Deep learning | DeepSORT | Faster R-CNN | MLOps | MLflow | Model Evaluation | Multi-object Tracking | ONNX | Object Detection | Object Tracking | Pruning | PyTorch | Python | Quantization | R-CNN | Sort | TensorRT | Weights and Biases | YOLO
Education
Regions
Countries
States
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