https://github.com/codeperfectplus/asl

American Sign Language Detection Android App using SSD_Mobilenet | Google Colab
https://github.com/codeperfectplus/asl

american-sign-language android asl computer-vision deep-learning google-colab hacktoberfest machine machine-learning object-detection object-detection-api ssd-mobilenet tensorflow-object-detection-api

Last synced: 25 days ago
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American Sign Language Detection Android App using SSD_Mobilenet | Google Colab

• Host: GitHub
• URL: https://github.com/codeperfectplus/asl
• Owner: codeperfectplus
• License: mit
• Created: 2021-04-07T13:57:13.000Z (almost 5 years ago)
• Default Branch: main
• Last Pushed: 2022-10-22T06:10:12.000Z (over 3 years ago)
• Last Synced: 2025-05-13T10:50:58.897Z (11 months ago)
• Topics: american-sign-language, android, asl, computer-vision, deep-learning, google-colab, hacktoberfest, machine, machine-learning, object-detection, object-detection-api, ssd-mobilenet, tensorflow-object-detection-api
• Language: Jupyter Notebook
• Homepage:
• Size: 11.2 MB
• Stars: 14
• Watchers: 1
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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👉 American Sign Language Detection Model with SSD_Mobilenet trained on Google Colab 👈














Sign_Language_detection_SSD_Mobilenet_Colab_TFLITE.ipynb

- Model Used - ssd_mobilenet_v2_fpnlite_320x320_coco17_tpu-8

- DL FrameWork Used - TensorFlow Version 2

- DataSet Used - [ASL By David Lee](https://app.roboflow.com/dataset/american-sign-language-letters-14kx4/)

- Platform - Google Colab Using GPU

Download the build from [Google Drive](https://drive.google.com/file/d/1UlQ-7A5yzj8CnRMTyeitIdj9WpVge9hk/view)

![American Sign Language](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/4xkl8mrm79a41gahllx8.jpg)

Read The Full Article [On CodePerfectPLus Blog](https://codeperfectplus.herokuapp.com/real-time-hand-sign-recogntion-using-tesnorflow)

Thanks to [David Lee](https://www.linkedin.com/in/daviddaeshinlee/) for amazing DataSet.

Star it if it's helpful.