CCC_image_upscaling_esrgan_img2txt_with_GPT

Concept

A.I with PICO

We will be working on an AI project with Pico. The project will be equipped with a camera module, Pico will play the role of Ethernet-based data transmission, and we will use the data to build quality data using AI programs and create reusable source and software.

• AIOT with the latest AI technology
• A realistic alternative to AI task

AI Teams

김재현	정유석
Team Member	Team Member

Computer Environment

비고	LocalPC	Google Colab	Kaggle Notebook
GPU	rtx4090	T4	P100
RAM	64GB	13~52GB	13GB
Storage	1TB	166GB	73GB

Technology

Real ESRGAN

• Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data

Generative Adversarial Networks

image-captioning

• vit-gpt2-image-captioningimg to text with ChatGPT hugging face model

##### Vision Encoder Decoder

Preparation

LocalPC(GPU cuda setting) , Pico, LAN, Camera Module

PipeLine

how to run?

#esrgan
!git clone https://github.com/xinntao/Real-ESRGAN.git

Just git clone and slowly pick up the tutorials file.

Expected effect

With the success of the above examples, we will be able to create many more examples that combine the fields of IOT and computer vision.

Examples