Develops AI and ML models for advanced video analytics, including detection and recognition features.
•The Computer Vision team develops AI and ML models for Verkada's advanced analytics, including features like people and vehicle detection, license plate recognition, and other intelligent video analysis tools.
•Key Responsibilities Implement and deploy binary classifiers using TensorFlow.
•Develop algorithms for detecting unusual object addition/removal in scenes.
•Train text image embedding models and vision language models.
•Implement license plate recognition on the edge.
•Train facial recognition models and implement real-time facial recognition.
•Requirements Write clean, modular C++ code.
•Implement traditional computer vision algorithms.
•Train deep learning networks using PyTorch, TensorFlow, Keras, or similar.