There are many, many datasets for computer vision tasks such as object detection and the like, but benchmarks for automated visual inspection tasks (e.g. detection of surface defects, bulk material classification) are hard to come by. I've searched in the usual places (http://www.cvpapers.com/datasets.html, http://www.computervisiononline.com/datasets, google) but came up with nothing. Do you know of such datasets (synthetic or natural)?
Dear Mr. Matthias Richter, Just check "Visual Inspection Research Project Report on Benchmark Inspections. You may access this report via following link.
http://ntl.bts.gov/data/num/9665.pdf
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Dear Mr. Matthias Richter, if you are interested, I can provide you a dataset of plakton images. All the best
Dear Mr. Matthias Richter, in the following link you can access to a dataset of DAGM, it has 6 classes of images and each class has 1000 defect-free images and 150 defective ones with only one labeled defect region each on the textured background.
http://resources.mpi-inf.mpg.de/conferences/dagm/2007/prizes.html
I realize this has been asked 5 years ago, any updates on the dataset?
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