Kushal997-das / Project-Guidance

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Title: Adding Plant Disease Prediction Model #1169

Open its-kumar-yash opened 4 weeks ago

its-kumar-yash commented 4 weeks ago

Is your feature request related to a problem? Please describe.

NA

Describe the solution you'd like.

This project develops a lightweight machine learning model using TinyML techniques to detect tomato plant diseases from leaf images in real-time. By leveraging TensorFlow Lite and Edge Impulse, the model runs directly on edge devices, providing immediate insights for agricultural decision-making. With a dataset of 16,011 images across 10 disease categories, the model undergoes rigorous preprocessing, augmentation, and optimization. Real-world testing validates its effectiveness, offering farmers a convenient tool for on-site disease diagnosis, potentially revolutionizing agricultural practices.

Describe alternatives you've considered.

NA

Add any other context or screenshots about the feature request here.

No response

github-actions[bot] commented 4 weeks ago

It's great having you contribute to this project

Thanks for opening thisIssue 🙌, Welcome to Project Guidance 💖 We will review everything and get back to you.
Make sure to give a star to this repo before making a fork! Thank you :)
github-actions[bot] commented 4 weeks ago

@its-kumar-yash

It's great having you contribute to this project

Thanks for opening thisIssue 🙌, Welcome to Project Guidance 💖 We will review everything and get back to you.
Make sure to give a star to this repo before making a fork! Thank you :)