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German Traffic Sign Recognition Benchmark, Keras implementation with Spatial Transformer Networks

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stephendb/GTSRB_Keras_STN

 
 

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99.59% Accuracy on German Traffic Sign Recognition without Preprocessing nor Augmentation

See model performance

jupyter notebook test_model.ipynb

Full report please see capstone_report.md (need latex support) or capstone_report.pdf.

Train model

python train_keras.py

Training data can be downloaded by clicking here.

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German Traffic Sign Recognition Benchmark, Keras implementation with Spatial Transformer Networks

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