💡[Feature]: Waste Classification Using Keras And OpenCV

[09viv]

Is there an existing issue for this?

• I have searched the existing issues

Feature Description

This project performs real-time waste classification using a video stream captured from a webcam. It applies a pre-trained Keras model to classify waste into categories (e.g., Recyclable, Hazardous, Food, Residual) and provides visual feedback by overlaying relevant images (waste type, arrow, bin) onto a background.

Use Case

Real-Time Waste Classification: Uses a webcam feed to classify waste into predefined categories.
Keras Model Integration: Classifies waste using a pre-trained model.
Image Overlay: Dynamically displays waste images and bins based on classification results.
Custom Waste/Bin Mapping: Different waste types are mapped to specific bins for disposal.

Benefits

This feature allows users to classify waste in real-time using a simple webcam interface, helping users to sort waste efficiently based on the type. It provides clear visual feedback, guiding users on where to dispose of the detected waste.

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Priority

High

Record

• I have read the Contributing Guidelines
• I'm a GSSOC'24 contributor
• I want to work on this issue

[github-actions]

Thank you for creating this issue! 🎉 We'll look into it as soon as possible. In the meantime, please make sure to provide all the necessary details and context. If you have any questions reach out to LinkedIn. Your contributions are highly appreciated! 😊

Note: I Maintain the repo issue twice a day, or ideally 1 day, If your issue goes stale for more than one day you can tag and comment on this same issue.

You can also check our CONTRIBUTING.md for guidelines on contributing to this project.
We are here to help you on this journey of opensource, any help feel free to tag me or book an appointment.

[sanjay-kv]

#1367

[github-actions]

Hello @09viv! Your issue #1353 has been closed. Thank you for your contribution!