Tried training a few small (~1.8-3M param) / mobile optimized models, a few are good so far, more on the way... mnasnet_small - 65.6 top-1 mobilenetv2_050 - 65.9 lcnet_100/075/050 - 72.1 / 68.8 / 63.1 semnasnet_075 - 73 fbnetv3_b/d/g - 79.1 / 79.7 / 82.0 TinyNet mod...
num_classes = len(train_dataset.labels) model = pdx.cls.MobileNetV3_small_ssld(num_classes=num_classes) model.train(num_epochs=600, train_dataset=train_dataset, train_batch_size=32, eval_dataset=eval_dataset, lr_decay_epochs=[6, 8], save_interval_epochs=1, learning_rate=0.00625, save_...
Tried training a few small (~1.8-3M param) / mobile optimized models, a few are good so far, more on the way... mnasnet_small - 65.6 top-1 mobilenetv2_050 - 65.9 lcnet_100/075/050 - 72.1 / 68.8 / 63.1 semnasnet_075 - 73 fbnetv3_b/d/g - 79.1 / 79.7 / 82.0 TinyNet mod...
mnasnet_small - 65.6 top-1 mobilenetv2_050 - 65.9 lcnet_100/075/050 - 72.1 / 68.8 / 63.1 semnasnet_075 - 73 fbnetv3_b/d/g - 79.1 / 79.7 / 82.0 TinyNet models added by rsomani95 LCNet added via MobileNetV3 architecture Nov 22, 2021 A number of updated weights anew new model de...
mnasnet_small- 65.6 top-1 mobilenetv2_050- 65.9 lcnet_100/075/050- 72.1 / 68.8 / 63.1 semnasnet_075- 73 fbnetv3_b/d/g- 79.1 / 79.7 / 82.0 TinyNet models added byrsomani95 LCNet added via MobileNetV3 architecture Nov 22, 2021 ...
mnasnet_small- 65.6 top-1 mobilenetv2_050- 65.9 lcnet_100/075/050- 72.1 / 68.8 / 63.1 semnasnet_075- 73 fbnetv3_b/d/g- 79.1 / 79.7 / 82.0 TinyNet models added byrsomani95 LCNet added via MobileNetV3 architecture A number of updated weights anew new model defs ...
Tried training a few small (~1.8-3M param) / mobile optimized models, a few are good so far, more on the way... mnasnet_small- 65.6 top-1 mobilenetv2_050- 65.9 lcnet_100/075/050- 72.1 / 68.8 / 63.1 semnasnet_075- 73 fbnetv3_b/d/g- 79.1 / 79.7 / 82.0 ...
mnasnet_small- 65.6 top-1 mobilenetv2_050- 65.9 lcnet_100/075/050- 72.1 / 68.8 / 63.1 semnasnet_075- 73 fbnetv3_b/d/g- 79.1 / 79.7 / 82.0 TinyNet models added byrsomani95 LCNet added via MobileNetV3 architecture Nov 22, 2021 ...
mnasnet_small - 65.6 top-1 mobilenetv2_050 - 65.9 lcnet_100/075/050 - 72.1 / 68.8 / 63.1 semnasnet_075 - 73 fbnetv3_b/d/g - 79.1 / 79.7 / 82.0 TinyNet models added by rsomani95 LCNet added via MobileNetV3 architecture Nov 22, 2021 A number of updated weights anew new model de...
Tried training a few small (~1.8-3M param) / mobile optimized models, a few are good so far, more on the way... mnasnet_small- 65.6 top-1 mobilenetv2_050- 65.9 lcnet_100/075/050- 72.1 / 68.8 / 63.1 semnasnet_075- 73 fbnetv3_b/d/g- 79.1 / 79.7 / 82.0 ...