EdgeAI Optimizer

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  EdgeAI Optimizer: Lightweight AI model optimization with TensorFlow Lite for Arm edge devices.

Overview

EdgeAI Optimizer is a lightweight AI optimization project designed for Arm edge devices.

Problem

AI models are often large and require powerful hardware and high memory resources.

Solution

This project optimizes an AI model by converting MobileNetV2 into a TensorFlow Lite model, reducing size and improving efficiency for edge devices.

Technologies

• Python
• TensorFlow
• TensorFlow Lite
• MobileNetV2

Features

• AI model optimization
• Reduced model size
• Improved edge inference efficiency

Future Work

Deploy the optimized model on Arm-based devices such as Raspberry Pi.

Built With

• mobilenetv2
• python
• tensorflow
• tensorflow-lite