README.md

DenseNet-121

Download:

• release 1.1: https://s3.amazonaws.com/download.onnx/models/opset_3/densenet121.tar.gz
• release 1.1.2: https://s3.amazonaws.com/download.onnx/models/opset_6/densenet121.tar.gz
• release 1.2: https://s3.amazonaws.com/download.onnx/models/opset_7/densenet121.tar.gz
• release 1.3: https://s3.amazonaws.com/download.onnx/models/opset_8/densenet121.tar.gz
• master: https://s3.amazonaws.com/download.onnx/models/opset_9/densenet121.tar.gz

Model size: 33 MB

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