Pi 5 Neural Architecture Search Kit
Raspberry Pi 5 Neural Architecture Search Kit — Run Automated NAS Experiments with AutoKeras
Every part needed, pre-tested for compatibility, with an AI build companion trained on this exact project. Shipped from Bengaluru in 3-5 days.
Discover the best neural network architecture for your custom dataset without endless manual tuning. This kit equips a Raspberry Pi 5 with everything needed to run AutoKeras NAS experiments, automatically exploring models and hyperparameters to find the highest accuracy for your edge AI application.
What You'll Build
A self-contained NAS workstation that iterates through candidate architectures on your own dataset, outputting the optimal model ready for deployment on the same Pi 5. You’ll create a reproducible research pipeline for custom image classification, object detection, or any tabular data you feed it.
What You'll Learn
- Configure a Raspberry Pi 5 with NVMe SSD for high-speed ML experimentation
- Run AutoKeras to automatically search for the best neural architecture on your dataset
- Fine-tune search space and early stopping for edge hardware constraints
- Export and deploy the discovered model as TensorFlow Lite for real-time inference
Kit Contents
| Component | Quantity |
|---|---|
| Raspberry Pi 5 8GB | 1 |
| NVMe SSD 512GB | 1 |
| Pi 5 M.2 HAT+ | 1 |
| USB-C PSU | 1 |
Why Buy This Kit Instead of Sourcing Parts Separately
| Factor | Sourcing Separately | Compoden Kit |
|---|---|---|
| Compatibility checks | You verify every part | Pre-tested as a system |
| Build support | Forums and scattered tutorials | AI companion trained on this exact project |
| Time to first working build | Days of debugging | Hours, with step-by-step guidance |
| Shipping coordination | Multiple sellers, multiple delays | One shipment from Bengaluru in 3-5 days |
Who This Kit Is For
Ideal for B.Tech and M.Tech students in ECE or computer science at IIT, NIT, VIT, BITS, and other institutions who want hands-on experience with neural architecture search. Also suited for Smart India Hackathon teams building edge AI prototypes, and researchers needing an affordable NAS sandbox without cloud costs.
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.
What if I get stuck during the build?
Scan the QR code to access the AI companion, which has seen this exact build. You can also reach us on WhatsApp for direct support from our team in Bengaluru.
Can I use this kit with my own dataset?
Yes. Load images, CSV, or any AutoKeras‑compatible data onto the NVMe SSD and point the companion script to your folder. The NAS process will then optimize for your specific data distribution.
How is this different from training a model manually?
Instead of guessing architectures and tuning hyperparameters by hand, AutoKeras systematically explores dozens of candidate models, evaluates them, and returns the best performer — all while you observe the results.
Does the kit require a continuous internet connection?
You need internet for initial package installation and to download AutoKeras, but after that the NAS runs entirely offline. The AI companion is accessed via QR code when you need it, not constantly.
AutoKeras on Pi 5 runs NAS experiments to find optimal model architectures for a custom dataset — automated ML research.
What's in this kit
Shipping Information
- Prepaid Orders: ₹75 for orders up to ₹999, FREE shipping above ₹999
- COD Orders: ₹125 shipping + ₹50 COD fee = ₹175 total
- Delivery Timeline: Dispatch in 1-2 days, delivery in 2-7 days depending on location
Returns & Warranty
- 7-Day Return: Manufacturing defects only (approval required)
- Warranty: 7 days from delivery
- Non-Returnable: Batteries, consumables, cut wires, clearance items