Artificial intelligence is transforming agriculture and business, and one example is NeuralMango. This study uses advanced AI techniques to solve a real-world problem in Pakistan’s mango markets.

The researchers used EfficientBNet2, a powerful AI model, to classify different types of mangoes and predict their prices. With a dataset of 1,200 mango images, the model achieved an impressive 97% accuracy. This means it can reliably identify mango varieties and estimate their market value.

This project is especially useful for improving transparency in mango pricing. It helps farmers, sellers, and buyers make better decisions, reducing confusion and unfair pricing in local markets.

This work’s importance was recognized globally. The research was presented at the 2024 International Conference on Engineering and Computing Technologies (ICECT) and published in IEEE Xplore, a trusted platform for scientific work.

NeuralMango shows how AI and mobile applications can bring innovative solutions to agriculture, making fruit markets more efficient and fair. This combination of technology and farming is a step forward for businesses and farmers alike.

By harnessing AI tools, projects like NeuralMango can transform agriculture into a smarter and more reliable industry.

Access the research Paper on IEEE Xplore through link.