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Signify is an android application which is used to detect American Sign Language. It is built on top of Java and OpenCV library. It has inbuilt Speech Integration with real-time detection.

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SIGNIFY

Signify is an android application which is used to detect American Sign Language. It is built on top of Java and OpenCV library. It has inbuilt Speech Integration with real-time detection.

signify

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Features

  • Real Time Detection
  • Word Detection Mode
  • Speech Integration

MODELLING (Efficientnet B0)

Image classification via fine-tuning with Efficient Net Efficient Net, first introduced in Tan and Le, 2019 is among the most efficient models (i.e. requiring least FLOPS for inference) that reaches State-of-the-Art accuracy on both ImageNet and common image classification transfer learning tasks.

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About

Signify is an android application which is used to detect American Sign Language. It is built on top of Java and OpenCV library. It has inbuilt Speech Integration with real-time detection.

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  • Java 74.5%
  • Jupyter Notebook 25.5%