Image Classification CNNs Using the FINN Engine for SRAM-based APSoC in Satellite Applications

Arthur F. Ely,Fabio Benevenuti,Guilherme Korol, Antonio Carlos S. Beck,Jose Rodrigo Azambuja,Fernanda Lima Kastensmidt

2024 37TH SBC/SBMICRO/IEEE SYMPOSIUM ON INTEGRATED CIRCUITS AND SYSTEMS DESIGN, SBCCI 2024（2024）

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Key words

Convolutional Neural Network,Image Classification,Satellite Application,Neural Network,Power Consumption,Network Topology,Aerial Images,Computational Performance,Resource Usage,Quantization Levels,Deep Neural Network,Resource Utilization,Parallelization,PyTorch,Near-infrared,Inference System,Ground Station,International Space Station,Frames Per Second,Accuracy Of Convolutional Neural Network,Multispectral Camera,Ground Speed,Space Industry

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