Rice Variety Classification

Published: February 01, 2022
Tools: TensorFlow, Keras, MobileNetV2

Overview

Deep learning model for classifying rice varieties using a large-scale image dataset. Built an efficient inference pipeline with MobileNetV2.

Key Contributions

• Developed a high-accuracy 5-class rice variety classification model.
• Leveraged MobileNetV2 architecture and transfer learning on 75K+ images.
• Optimized model deployment for cloud-based inference workflows.