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NVIDIA
NVIDIA
TAO Pretrained Object Detection
Model
NVIDIA
NVIDIA
TAO Pretrained Object Detection

Pretrained weights to facilitate transfer learning using TAO Toolkit.

18 Versions
cspdarknet_tiny
11/23/2021 7:40 AM UTC28.57 MBAccuracy: 77.180 EpochsBatch Size: 1GPU: V100
cspdarknet53
09/10/2021 12:55 AM UTC102.99 MBAccuracy: 76.4480 EpochsBatch Size: 1GPU: V100
cspdarknet19Selected
09/10/2021 12:55 AM UTC62.86 MBAccuracy: 77.5280 EpochsBatch Size: 1GPU: V100
googlenet
08/18/2021 8:17 PM UTC47.64 MBAccuracy: 77.1180 EpochsBatch Size: 1GPU: V100
squeezenet
08/18/2021 8:16 PM UTC6.46 MBAccuracy: 65.1380 EpochsBatch Size: 1GPU: V100
mobilenet_v2
08/18/2021 8:16 PM UTC5.01 MBAccuracy: 72.7580 EpochsBatch Size: 1GPU: V100
mobilenet_v1
08/18/2021 8:16 PM UTC26.22 MBAccuracy: 79.580 EpochsBatch Size: 1GPU: V100
darknet19
08/18/2021 8:16 PM UTC152.82 MBAccuracy: 77.5280 EpochsBatch Size: 1GPU: V100
darknet53
08/18/2021 8:15 PM UTC311.68 MBAccuracy: 76.4480 EpochsBatch Size: 1GPU: V100
vgg19
08/18/2021 8:15 PM UTC153.72 MBAccuracy: 77.5680 EpochsBatch Size: 1GPU: V100