Fixed-point Quantization of Convolutional Neural Networks for Quantized Inference on Embedded Platforms

1 code implementation • 3 Feb 2021 • Rishabh Goyal, Joaquin Vanschoren, Victor van Acht, Stephan Nijssen

One drawback however is the high computational complexity and high memory consumption of CNNs which makes them unfeasible for execution on embedded platforms which are constrained on physical resources needed to support CNNs.

Image Classification Quantization