Services / Computer vision on your data
Computer vision on your data
Off-the-shelf models rarely survive real cameras, lighting and edge cases. Viki Labs builds the whole pipeline around your data, from labeling strategy to training, evaluation and deployment on your devices.
What it covers
- Detection, counting, classification and anomaly detection from camera footage
- Dataset review and labeling strategy for small or imbalanced data
- Training, tuning and honest evaluation on your own footage, with our own networks or third-party networks such as YOLO
- Deployment on edge devices and servers, with monitoring
What you receive
- Trained model and a reproducible training pipeline
- Evaluation report that shows failure cases
- Deployment package and documentation
Every engagement starts with a paid audit or proof of concept. NDA available.