jerryfan4 / Resnet
Tensorflow ResNet implementation on cifar10
Stars: ✭ 10
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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
110 layer
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