Deep Tiny Quantization for Fish-Eye Distorted Object Classification

Author:

Pau Danilo1,Randriatsimiovalaza 2,Carra Alessandro1,Garzola Marco3

Affiliation:

1. STMicroelectronics System Research and Applications,Agrate,Brianza

2. Dimbiniaina Marc STMicroelectronics Università degli studi di,Trento

3. Tecniplast S.p.A,Milan,Italy

Publisher

IEEE

Reference15 articles.

1. Binaryconnect: Training deep neural networks with binary weights during propagations;courbariaux;Advances in neural information processing systems,2015

2. Binary Neural Networks as a general-propose compute paradigm for on-device computer vision;nie;ArXiv abs/2202 03716,2022

3. Automatic heterogeneous quantization of deep neural networks for low-latency inference on the edge for particle detectors

4. arXiv: Ultra Low-latency, Low-area Inference Accelerators using Heterogeneous Deep Quantization with QKeras and hls4ml;coelho;arXiv 2006 10159,2020

5. A comprehensive review of Binary Neural Network;yuan;ArXiv abs/2110 06804,2021

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