Raspberry Pi 5 Edge AI Benchmark Suite — Measure Latency, Throughput, and Power on CPU, HAT+, Coral

Every part needed, pre-tested for compatibility, with an AI build companion trained on this exact project. Shipped from Bengaluru in 3-5 days.

This kit transforms a Raspberry Pi 5 into a professional edge AI benchmarking workstation. You’ll execute a pre‑built suite of 10 TFLite models across three compute backends—CPU, AI HAT+, and Coral USB—while capturing real‑time latency, throughput, and power data through a precision INA226 monitor. The outcome is a rigorous, reproducible dataset that lets you select the right accelerator for any computer vision or sensor‑fusion edge deployment.

What You'll Build

You’ll assemble a fully wired benchmarking rig that logs every inference metric to an NVMe SSD, then auto‑generates comparative charts. The system runs 10 models (MobileNet, EfficientNet‑Lite, PoseNet, etc.) under identical conditions, measuring frame‑by‑frame power draw on the 5V rail. By the end, you’ll know exactly how many frames per second each accelerator delivers and at what energy cost—empowering you to make data‑backed hardware decisions for edge AI projects.

What You'll Learn

• Configure TFLite delegates to leverage NPU (HAT+) and TPU (Coral) acceleration
• Profile real‑time power consumption using I2C communication with the INA226 sensor
• Analyze latency distributions (mean, 99th percentile) and throughput across 10 models
• Calculate energy‑per‑inference and understand thermal throttling behaviour on each accelerator

Kit Contents

Why Buy This Kit Instead of Sourcing Parts Separately

Who This Kit Is For

Ideal for B.Tech ECE/EEE final‑year students benchmarking hardware for their major project, Smart India Hackathon teams selecting an AI accelerator for camera‑based solutions, and AI enthusiasts at IITs, NITs, VIT, or BITS Pilani who need reproducible edge performance data. If you’re designing an autonomous drone, smart camera, or predictive maintenance sensor node, this kit gives you the numbers to justify your hardware choice.

Built and Backed by Compoden

Every Compoden kit ships with an AI build companion trained on this exact project — accessible via a QR code on the box, with WhatsApp and email backup. We've spent 10 years building projects for makers, schools, and institutions across India. If a part fails because of a manufacturing defect, replace it free within 7 days.