●5 reads●MIT License
Synthetic data generation for image - using variations by OpenAI’s DALL·E
Table of contents
Abstract
This Python program allows users to download images from Flickr based on a search keyword via the command line. Additionally, it can process the downloaded images using OpenAI’s DALL·E to generate AI variations of the images.
This project is designed to assist in collecting large amounts of target images for machine learning training data. By automating the download of images from Flickr and generating AI-augmented variations, users can easily compile datasets for training and testing machine learning models. The AI-generated images can also serve as test data to evaluate model performance.
Methodology
Search and Download Images from Flickr API: Specify a keyword to search for images and download them asynchronously.
AI Image Generation: Use OpenAI DALL·E to generate AI image variations using OpenAI’s DALL·E 2.
Results
You can get variations images in project roots and its origin images.