/ResNet

Tensorflow ResNet implementation on cifar10

Primary LanguageJupyter Notebook

Deep Residual Network

Tensorflow ResNet implementation on cifar10. Please check out original github repo: ResNet and original paper: Deep Residual Learning for Image Recognition

Dependencies

  • Python (2.7.13)
  • Tensorflow (1.2.1)
  • matplotlib (2.0.2)
  • numpy (1.13.1)

Usage

python Main.py or use jupyter notebook to open Main.ipynb and run.

Results

Number of layers Test error rate
32 7.2%
110 5.9%

Loss & error curve

32 layer

missing error curve missing loss curve

110 layer

missing error curve missing loss curve