https://github.com/yureien/cifar10-keras

CIFAR-10 Keras DNN. About ~70% accuracy. Made for learning.
https://github.com/yureien/cifar10-keras

Last synced: 6 days ago
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CIFAR-10 Keras DNN. About ~70% accuracy. Made for learning.

• Host: GitHub
• URL: https://github.com/yureien/cifar10-keras
• Owner: Yureien
• License: mit
• Created: 2018-03-07T11:12:42.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2018-03-07T12:08:13.000Z (almost 7 years ago)
• Last Synced: 2024-12-18T19:48:27.385Z (10 days ago)
• Language: Python
• Size: 22.5 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# CIFAR 10 DNN with Keras

Made for educational purposes to teach myself DCNN. It has about 65-70% accuracy last I checked, but then I also put in the testing images for training. So I do not know the current accuracy. Sorry.

## Usage

```

./get_data.sh

pip install -r requirements.txt

python train.py # This took ~2 hours on my laptop with a NVIDIA GT 940M GPU.

python predict.py /path/to/sample/image.png

```