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Labeled surgical tools and images

This dataset was built and labeled for my master thesis ( https://eg.uc.pt/bitstream/10316/86257/1/Tese-Diana_VersaoFinal.pdf ) which intended to sort surgical tools from a cluttered tray, focusing specifically on object detection and occlusion reasoning. It was used YOLOv2 and YOLOv3 neural networks achieving 92% of mean Average Precision.


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License: Database: Open Database, Contents: Database Contents


Datasets available in this source:

image of straight_scissor
Straight scissor
450 images
image of scalpel
Scalpel
550 images
image of clamp
Clamp
459 images
image of curved_scissor
Curved scissor
521 images

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