Hi there, I am a beginner in Mask R-CNN who is finding datasets for training.
I hope the images of datasets would be like the photos following.
https://ak0.picdn.net/shutterstock/videos/32356450/thumb/8.jpg
https://ak0.picdn.net/shutterstock/videos/26448410/thumb/2.jpg
https://reurl.cc/8G3Xj4
https://ars.els-cdn.com/content/image/1-s2.0-S001905781300205X-gr2.jpg
According to the images above, let me label like that
https://imgur.com/MtOd5Sj
https://imgur.com/XOwfci1
https://imgur.com/fSpjJJ9
Because I prepare for Automated Optical Inspection in industrial engineering and biological domain.
Please recommend me the datasets.
This repository of datasets may be of use to you:
http://www.cellimagelibrary.org/pages/datasets
Also this seems promising for segmentation too:
https://warwick.ac.uk/fac/sci/dcs/research/tia/data/micronet/
Images are from the second link -
S.E.A. Raza, L. Cheung, M. Shaban, S. Graham, D. Epstein, S. Pelengaris, M. Khan, and N. M. Rajpoot. "Micro-Net: A unified model for segmentation of various objects in microscopy images." Medical Image Analysis vol. 52, pp. 160–173, Feb. 2019.
Publicly available Databases are here : https://www.robots.ox.ac.uk/~vgg/data/
http://homepages.inf.ed.ac.uk/rbf/CVonline/Imagedbase.htm
https://www.kaggle.com/questions-and-answers/64795
Good Luck
Try this
https://github.com/matterport/Mask_RCNN/blob/master/README.md
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