Added quantized model and resolved image upload issue in AI Engine

[J-B-Mugundh]

Title

Added quantized model and resolved image upload issue in AI Engine

Description

This PR addresses the issue related to the image upload failure in the Agrotech AI engine.

Related Issues

#82

Changes Made

• Integrated a quantized model to optimize performance and reduce the size of the AI model for faster inference.
• Fixed the image upload issue that was causing the system to fail during the disease detection process.
• Verified that the system now successfully uploads images and processes them correctly for disease detection, returning results as expected.
• This update enhances both model efficiency and system reliability.

Checklist

• I have tested the changes locally
• Documentation has been updated (if necessary)
• Changes are backward-compatible

Screenshots (if applicable)

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Name	Status	Preview	Comments	Updated (UTC)
agro-tech-ai	✅ Ready (Inspect)	Visit Preview	💬 Add feedback	Oct 4, 2024 4:24pm

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[github-actions]

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