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NVIDIA
NVIDIA
TAO Pretrained DetectNet V2
Model
NVIDIA
NVIDIA
TAO Pretrained DetectNet V2

Pretrained weights to facilitate transfer learning using TAO Toolkit.

14 Versions
resnet34
01/28/2022 3:38 PM UTC170.65 MBAccuracy: 77.0480 EpochsBatch Size: 1GPU: V100
darknet19
08/24/2021 12:33 AM UTC229.15 MBAccuracy: 77.5280 EpochsBatch Size: 1GPU: V100
darknet53
08/24/2021 12:32 AM UTC467.32 MBAccuracy: 76.4480 EpochsBatch Size: 1GPU: V100
squeezenet
08/24/2021 12:32 AM UTC6.46 MBAccuracy: 65.6780 EpochsBatch Size: 1GPU: V100
googlenetSelected
08/24/2021 12:32 AM UTC47.74 MBAccuracy: 82.280 EpochsBatch Size: 1GPU: V100
mobilenet_v2
08/24/2021 12:32 AM UTC5.1 MBAccuracy: 77.580 EpochsBatch Size: 1GPU: V100
mobilenet_v1
08/24/2021 12:32 AM UTC13.37 MBAccuracy: 79.580 EpochsBatch Size: 1GPU: V100
vgg19
08/24/2021 12:31 AM UTC153.77 MBAccuracy: 82.680 EpochsBatch Size: 1GPU: V100
vgg16
08/24/2021 12:31 AM UTC113.2 MBAccuracy: 82.280 EpochsBatch Size: 1GPU: V100
resnet50
08/24/2021 12:31 AM UTC294.53 MBAccuracy: 82.780 EpochsBatch Size: 1GPU: V100