What is the process of creating a CSV file that lists the path and label for each image in our dataset?
Wednesday, 02 August 2023
by EITCA Academy
Creating a CSV file that lists the path and label for each image in a dataset is an essential step in preparing data for machine learning tasks, particularly in the field of computer vision. This process involves organizing the images, extracting their paths and labels, and formatting the data into a CSV file. To begin,
- Published in Artificial Intelligence, EITC/AI/GCML Google Cloud Machine Learning, Advancing in Machine Learning, AutoML Vision - part 1, Examination review
Tagged under:
Artificial Intelligence, AutoML Vision, Computer Vision, CSV File, Data Preparation, Image Dataset
What is the Open Images dataset and what kind of questions can it help answer?
Wednesday, 02 August 2023
by EITCA Academy
The Open Images dataset is a large-scale collection of annotated images that has been made publicly available by Google. It serves as a valuable resource for researchers, developers, and machine learning practitioners working in the field of computer vision. The dataset contains millions of images, each annotated with a set of labels that describe the
- Published in Artificial Intelligence, EITC/AI/GCML Google Cloud Machine Learning, Advancing in Machine Learning, GCP BigQuery and open datasets, Examination review
Tagged under:
Artificial Intelligence, Computer Vision, Data Science, Image Analysis, Image Dataset, Machine Learning