---
title: "Discussion on \"When dataset is not the problem to low accuracy in Edge AI\" | Hashnode"
description: "Discussion on \"When dataset is not the problem to low accuracy in Edge AI\". Building robust AI models for Edge applications, like predictive maintenance, is an intricate process, especially when these models are deployed in environments with limited resources like low-end devices like MCU, single board computer(SBCs), Mobile..."
url: "https://hashnode.com/posts/when-dataset-is-not-the-problem-to-low-accuracy-in-edge-ai/672e9b82072e09b03828906a"
---

[Feed](https://hashnode.com/feed) /

Discussion

# [When dataset is not the problem to low accuracy in Edge AI](https://btere.hashnode.dev/when-dataset-is-not-the-problem-to-low-accuracy-in-edge-ai?utm_source=hashnode&utm_medium=feed)

Building robust AI models for Edge applications, like predictive maintenance, is an intricate process, especially when these models are deployed in environments with limited resources like low-end devices like MCU, single board computer(SBCs), Mobile...

Nov 8, 2024 · 3 min read · btere.hashnode.dev  
Read the article

-   [#ai-on-the-edge](https://hashnode.com/tag/ai-on-the-edge)
-   [#predictive-analysis](https://hashnode.com/tag/predictive-analysis)
-   [#predictive-maintenance](https://hashnode.com/tag/predictive-maintenance)
-   [#edgecomputing](https://hashnode.com/tag/edgecomputing)
-   [#ai](https://hashnode.com/tag/ai)
-   [#edge-ai](https://hashnode.com/tag/edge-ai)
-   [#microcontroller](https://hashnode.com/tag/microcontroller)
-   [#cpu-architechture](https://hashnode.com/tag/cpu-architechture)
-   [#model-evaluation](https://hashnode.com/tag/model-evaluation)
-   [#tinyml](https://hashnode.com/tag/tinyml)
-   [#architectural-model](https://hashnode.com/tag/architectural-model)
-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#tinyai](https://hashnode.com/tag/tinyai)
-   [#machine-learning-algorithm](https://hashnode.com/tag/machine-learning-algorithm)
-   [#edge-ai-software](https://hashnode.com/tag/edge-ai-software)

## Written by

[Abu Precious O.](https://hashnode.com/@Bteretech)

@Bteretech · Gdansk, Poland

  
[View profile](https://hashnode.com/@Bteretech)

software Engineer, technical writer, and solution engineer.

Hi, I am Btere! I am a software engineer, and a technical writer in the semiconductor industry. I write articles on software and hardware products, tools use to move innovation forward! Likewise, I love pitching, demos and presentation on different tools like Python, AI, edge AI, Docker, tinyml, software development and deployment. Furthermore, I contribute to projects that add values to life, and get paid doing that!

## Responses

Markdown supported · ⌘↵ to post

No responses yet.