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SKU: AI-1

AI Fruit Condition Prediction

An AI-based fruit condition prediction system using TensorFlow that automatically identifies whether fruits are fresh or rotten from images, providing fast and accurate results for quality control and reducing food waste.

Rs 30000.00

100 In Stock

This project is an AI-powered fruit condition prediction system that uses a TensorFlow-based deep learning model to automatically distinguish between fresh and rotten fruits. By analyzing images of fruits, the model can accurately predict their condition in real-time, helping businesses, farmers, and consumers make informed decisions. The system supports multiple fruit types and provides a confidence score for each prediction, ensuring reliability and precision. With an intuitive interface, users can simply upload an image and receive instant feedback on the fruit's freshness, making it an efficient tool for quality control, inventory management, and reducing food waste. The project also lays the foundation for advanced analytics, such as monitoring ripeness over time and integrating with supply chain systems.

Key Features

Confidence Score It Shows the probability/accuracy percentage of the prediction for user trust.
Nutritional Information It Displays detailed nutrition facts (vitamins, calories, minerals, etc.) for each fruit.
Recipe Suggestions It Provides healthy recipe ideas based on the fruit type (e.g., smoothies, salads, juices).
Tensorflow It Uses a TensorFlow model to classify fruits as fresh or rotten with high accuracy
User-Friendly Interface Simple image upload system that gives instant results with visuals.

Specifications

Backend Django
Database SQL LITE
Deployment Dockerized container (manual installation requires extra setup cost of 5000)
Frontend HTML, CSS, JavaScript, Bootstrap
Model Tensorflow
Note If You Need AnyKind of Code Snippet Related To This Project We Will Provide
Ram/Processor 8gb/3.5Ghz

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