---
title: "ESRGAN used upscaling image examples with GPT"
url: "https://maker.wiznet.io/simons/projects/esrgan-used-upscaling-image-examples-with-gpt/"
markdown_url: "https://maker.wiznet.io/simons/projects/esrgan-used-upscaling-image-examples-with-gpt/md"
type: "WCC: WIZnet Created Content"
author: "simon"
editor: "WIZnet"
editor_url: "https://maker.wiznet.io/"
original_author: "simon"
published: "2023-06-26"
language: "en"
tags: ["PoE"]
hardware: ["WIZnet W5100S-EVB-Pico", "Arducam HM0360 Camera Module"]
likes: 0
views: 127
comments: 0
source: "WIZnet Makers (https://maker.wiznet.io/)"
---

# ESRGAN used upscaling image examples with GPT

> CCC with AI

Original author: simon

## Components

- **WIZnet W5100S-EVB-Pico** x 1 ([docs](https://docs.wiznet.io/Product/Chip/Ethernet/W5100S/w5100s-evb-pico))
- **Arducam HM0360 Camera Module** x 1
- Software: **Adafruit Circuitpython** ([docs](https://docs.circuitpython.org/en/latest/README.html))

## Article

The project "CCC_image_upscaling_esrgan_img2txt_with_GPT" aims to work on an AI project with Pico: we mount a camera module, Pico acts as an Ethernet-based data transmission, and we use AI programs to build high-quality data and generate reusable sources and software. The project utilizes the latest AI technologies to implement AIOT, and provides a realistic alternative to real-world AI tasks. The project utilizes a variety of AI techniques including image upscaling, image captioning, and text generation. The successful execution of this project shows that many examples can be generated by combining the fields of IOT and computer vision.

![](https://maker.wiznet.io/upload/ckeditor5/67375719%5F1687772358%2Epng)

WIZnetAI GitHub link

```plaintext
!git clone https://github.com/WiznetAI/CCC_image_upscaling_esrgan_img2txt_with_GPT.git
```

---

Source: https://maker.wiznet.io/simons/projects/esrgan-used-upscaling-image-examples-with-gpt/