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The Effects of Image Artifacts on Image Recognition An Assessment of the Impacts on State-of-the-art ConvNets -- Cristiano Rafael Steffens; Lucas Ricardo Vieira Messias; Paulo Jorge Lilles Drews-Jr; Silvia Silva da Costa Botelho

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The Effects of Image Artifacts on Image Recognition

An Assessment of the Impacts on State-of-the-art ConvNets

by Cristiano Rafael Steffens; Lucas Ricardo Vieira Messias; Paulo Jorge Lilles Drews-Jr; Silvia Silva da Costa Botelho

Code and models to reproduce the results shown in The Effects of Image Artifacts on Image Recognition: An Assessment of the Impacts on State-of-the-art ConvNets

Submitted to Springer Journal of Intelligent & Robotic Systems

Paper Abstract

TO BE DEFINED

Dependencies

numpy>=1.15.1

scipy>=1.0.1

matplotlib>=2.0.0,!=3.0.0

networkx>=2.0

pillow>=4.3.0,!=7.1.0,!=7.1.1

imageio>=2.3.0

tifffile>=2019.7.26

PyWavelets>=1.1.1

tensorflow-gpu>=2.0

scikit-image>=0.17.2

pandas>=1.1.2

seaborn>=0.11.0

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The Effects of Image Artifacts on Image Recognition An Assessment of the Impacts on State-of-the-art ConvNets -- Cristiano Rafael Steffens; Lucas Ricardo Vieira Messias; Paulo Jorge Lilles Drews-Jr; Silvia Silva da Costa Botelho

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