I'm currently doing research in image processing using tensors, and I found that many test images repeatedly appear across related literature. They include: Airplane, Baboon, Barbara, Facade, House, Lena, Peppers, Giant, Wasabi, etc. However, they are not referenced with a specific source. I found some of them from the SIPI dataset, but many others are missing. I'm wondering if there are "standards" for the selection of test images, and where can the standardized images be found. Thank you!
Often known datasets like COCO are used for testing because it's well standardized and balanced. I don't know what kind of research you are doing, but you can see popular datasets here: https://imerit.net/blog/22-free-image-datasets-for-computer-vision-all-pbm/
If this is not what you are looking for, then you can search on Roboflow or Kaggle.
The format and standards that training set is followed must be the same parameters we need to take for any images. The criterial that system accept must be followed. The User created data are any images only system constrains need to follow to work the system.
Shiran Yuan
These standard test images are often available online, and many can be found on the website of the USC-SIPI Image Database (http://sipi.usc.edu/database/). However, it's worth noting that not all standard test images are available online, and some may need to be obtained from other sources.
- Badges
- Science topic
- Similar topics
- Methodology
- Research Methodology
- Research Papers