An Enhanced Scheme for Reducing the Complexity of Pointwise Convolutions in CNNs for Image Classification Based on Interleaved Grouped Filters without Divisibility Constraints

Benchmark Model Rank Results
image-classification-on-cifar-10kEffNet-B0 V2 32ch + H Flip#140Percentage correct: 94.95
image-classification-on-malaria-datasetkEffNet-B0 V2 16ch#1Acc. (test): 97.61%PARAMS: 0.61M
image-classification-on-malaria-datasetkEffNet-B0 V2 2ch#3Acc. (test): 96.70%PARAMS: 0.3M