/hybrid-quantum-resnet-for-remote-sensing

Hybrid quantum neural network for remote sensing classification + benchmarks.

Primary LanguagePython

Hybrid Quantum ResNet

  • all experiments are done with a 80/20 split.

Comparisons for the "best" resnet against all the qresnets (full dataset, no pretrained)

  • ResNet vs QResnets w/ two circuit repetitions alt

  • ResNet vs QResnets w/ four circuit repetitions alt

  • ResNet vs QResnets w/ six circuit repetitions alt

Pretrained comparisons

  • ResNet vs QResnets w/ two circuit repetitions alt

  • ResNet vs QResnets w/ four circuit repetitions alt

  • ResNet vs QResnets w/ six circuit repetitions alt

Comparisons for the "best" resnet against all the qresnets (1250 samples dataset, no pretrained)

  • ResNet vs QResnets w/ two circuit repetitions alt

  • ResNet vs QResnets w/ four circuit repetitions alt

  • ResNet vs QResnets w/ six circuit repetitions alt