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In Order To Try Out This Application

  1. Download the ASL dataset from Roboflow: https://universe.roboflow.com/david-lee-d0rhs/american-sign-language-letters/dataset/6
  2. Unzip the dataset
  3. Create a folder named Datasets in your Google Drive and upload the dataset to this folder.
  4. Then, open Yolov8ASL.ipynb in Google Colab.
  5. Mount your Google Drive to the notebook
  6. Connect to a GPU
  7. Run the code cells
  8. Download the weights of the model, called "best.pt"
  9. Upload the weights to a PyCharm project
  10. Rename the weights file to "SignWeights.pt"
  11. Copy the code from "main.py" in this repository and put that into your PyCharm project's "main.py" file
  12. Run main.py and see the results!

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Submission to MLH's Month Long Hackathon

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