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DenseNet-121

Model Download Download (with sample test data) ONNX version Opset version
DenseNet-121 32 MB 33 MB 1.1 3
DenseNet-121 32 MB 33 MB 1.1.2 6
DenseNet-121 32 MB 33 MB 1.2 7
DenseNet-121 32 MB 33 MB 1.3 8
DenseNet-121 32 MB 33 MB 1.4 9

Description

DenseNet-121 is a convolutional neural network for classification.

Paper

Densely Connected Convolutional Networks

Dataset

ILSVRC2012

Source

Caffe2 DenseNet-121 ==> ONNX DenseNet

Model input and output

Input

data_0: float[1, 3, 224, 224]

Output

fc6_1: float[1, 1000, 1, 1]

Pre-processing steps

Post-processing steps

Sample test data

random generated sampe test data:

  • test_data_0.npz
  • test_data_1.npz
  • test_data_2.npz
  • test_data_set_0
  • test_data_set_1
  • test_data_set_2

Results/accuracy on test set

License

MIT