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1x1
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Reduce the model complexity by 612 times, and memory footprint by 19.5 times compared to base model, while achieving worst case accuracy threshold.
lightweight deep-learning tensorflow keras cnn mnist inception ensemble-model model-complexity model-compression memory-footprint mobile-platform model-acceleration 1x1 conv1x1
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Jan 26, 2018 - Jupyter Notebook
Inception - Going Deeper with Convolutions
deep-neural-networks computer-vision imagenet convolutional-neural-networks inception inceptionv3 googlenet inception-resnet cnn-for-visual-recognition inception-resnet-v2 1x1 googlenet-tensorflow googlenet-inception-network googlenet-bn
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Sep 9, 2021 - Jupyter Notebook
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