zfnet-512

8 ZFNet-512

Download:

• release 1.1: https://s3.amazonaws.com/download.onnx/models/opset_3/zfnet512.tar.gz
• release 1.1.2: https://s3.amazonaws.com/download.onnx/models/opset_6/zfnet512.tar.gz
• release 1.2: https://s3.amazonaws.com/download.onnx/models/opset_7/zfnet512.tar.gz
• release 1.3: https://s3.amazonaws.com/download.onnx/models/opset_8/zfnet512.tar.gz
• master: https://s3.amazonaws.com/download.onnx/models/opset_9/zfnet512.tar.gz

Model size: 349 MB

Description

ZFNet-512 is a deep convolutional networks for classification. This model's 4th layer has 512 maps instead of 1024 maps mentioned in the paper.

Paper

Visualizing and Understanding Convolutional Networks

Dataset

ILSVRC2013

Source

Caffe2 ZFNet-512 ==> ONNX ZFNet-512

Model input and output

Input

gpu_0/data_0: float[1, 3, 224, 224]

Output

gpu_0/softmax_1: float[1, 1000]

Pre-processing steps

Post-processing steps

Sample test data

random generated sampe test data:

• test_data_set_0
• test_data_set_1
• test_data_set_2
• test_data_set_3
• test_data_set_4
• test_data_set_5

Results/accuracy on test set

License

MIT