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Feature request - Add hand gesture recognition project #335
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Thanks for creating the issue in ML-Nexus!🎉
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Hello @mehul-m-prajapati! Your issue #335 has been closed. Thank you for your contribution! |
@mehul-m-prajapati provide clear description about your idea |
Okay, added description |
Hello @mehul-m-prajapati! Your issue #335 has been closed. Thank you for your contribution! |
Is your feature request related to a problem? Please describe.
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Describe the solution you'd like
Develop a system to recognize and classify hand gestures for applications like sign language interpretation and human-computer interaction.
Steps:
Data Collection: Use existing datasets or capture your own images of hand gestures.
Model Selection: Implement a Convolutional Neural Network (CNN), leveraging transfer learning with pre-trained models.
Model Training: Split data into training, validation, and test sets; train the model while monitoring performance.
Detection: Use OpenCV to capture video, apply the model to recognize gestures, and provide real-time feedback.
Describe alternatives you've considered
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Approach to be followed (optional)
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Additional context
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