Dataset Culling: Towards Efficient Training Of Distillation-Based Domain Specific Models

Kentaro Yoshioka, Edward Lee, Simon Wong +1

Real-time CNN-based object detection models for applications like surveillance can achieve high accuracy but are computationally expensive. Recent works have shown 10 to 100x reduc…