Challenges and Approaches for Cascaded DNNs

2021-04-01 00:00:00
- 20 minutes

Join this webinar to discover our research into a case study of face detection for face verification

Webinar topic: Challenges and Approaches for Cascaded DNNs

One of our experts, Ana Salazar 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

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