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[D] Overlapping instance segmentation (MASK RCNN?)

I’m trying to solve a problem where I’m trying to train a network for instance segmentation. Here, unlike the examples present in natural images, most of the masks overlap with each other. Here’s an example with 2 masks that I expect. Notice the significant overlap.

https://imgur.com/a/QJQB7MM

I’m trying to go about this with Matterport’s Mask RCNN implementation. And first attempt of results weren’t great. But, I’m just starting, and I probably am not configuring it correctly (to train). But, just in case this is impossible to do or there’s a better way to do this, I thought I’d ask this community.

submitted by /u/mackie__m
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.