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DOJumpShot

Deep-Learning Oriented Camera Application that automatically take the best Jumping Photo by using tensorflow lite Image Classification model.

Data curation: Instagram Crawling (about 10,000 pics)

Label: Jump / NoJump

Model: Pretrained MobileNetV2 model with ImageNet (Transfer Learning)

Members

Dawun Kim & Dongju Jang

References

Mobile Classification: https://github.com/googlecodelabs/tensorflow-for-poets-2
Camera 2 API: https://github.com/googlearchive/android-Camera2Basic

Youtube Link

https://youtu.be/h4-CWjIzB94

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The deep learning-oriented camera application to take jumping photos.

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  • Python 67.1%
  • Java 32.7%
  • Starlark 0.2%