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Implementation of MobileNet-V3 with pytorch and tested with Kaggle MNIST dataset

License: Apache License 2.0

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convolutional-neural-network digitrecognition mnist-classification mnist mobilenetv3

mobilenetv3's Introduction

MobileNet-V3

This is implementation for a research paper, "Searching for MobileNetV3 ". The implemented model is extremely small version compared to the origin. It is developed and tested on Google Colab platform, but also compatible with local running environment. The code is tested with MNIST dataset from Kaggle competition, "Digit Recognizer".

You can download preprocessed dataset through the below link:

https://www.kaggle.com/c/digit-recognizer/data

References

[1] Howard, Andrew, et al. "Searching for mobilenetv3." Proceedings of the IEEE/CVF International Conference on Computer Vision. 2019.

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