Skip to content
Branch: master
Find file History
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
..
Failed to load latest commit information.
README.md

README.md

ResNet-50

Download:

Model size: 103 MB

Description

ResNet-50 is a deep convolutional networks for classification.

Paper

Deep Residual Learning for Image Recognition

Dataset

ILSVRC2015

Demo

Run ResNet-50 in browser - implemented by ONNX.js with ResNet-50 release 1.2

Source

Caffe2 ResNet-50 ==> ONNX ResNet-50

Model input and output

Preprocessing

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_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

You can’t perform that action at this time.