AsymmNet: Towards ultralight convolution neural networks using asymmetrical bottlenecks

Benchmark Model Rank Results
image-classification-on-imagenetAsymmNet-Large ×1.0#888Top 1 Accuracy: 75.4%Number of params: 5.99MGFLOPs: 0.4338
image-classification-on-imagenetAsymmNet-Large ×0.5#964Top 1 Accuracy: 69.2%Number of params: 2.8MGFLOPs: 0.1344
image-classification-on-imagenetAsymmNet-Small ×1.0#966Top 1 Accuracy: 68.4%Number of params: 3.1MGFLOPs: 0.1154