Summary

Ana will discuss our research into this challenge in the context of a face verification CNN which consumes the output of a face detection CNN, and presents approaches for reducing the impact of quantization in such scenarios.

Agenda

• Introduction to the problem
• Accuracy metrics for quantized networks
• Impact of quantisation on a one stage task: Face Detection
• Impact of quantisation on a two stages task: Face Recognition
• Experiments and Results

About the speaker

Ana Salazar

Director of Research at IMG Labs, Imagination Technologies