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lorepieri

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A benchmark for image-based food recognition

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A benchmark for image-based food recognition

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Food Recognition Benchmark 2022

Example submission template

About 1 year ago

It would be great to have a minimal working example of MaskRCNNPredictor() or MMDetectionPredictor(), so that we can focus on building the network.

👥 Looking for teammates? Reply here!

About 1 year ago

Hi guys, Lorenzo here.
I’ve a background in math+physics (PhD theoretical physics) and I’ve been in AI-ML since 6 years as software developer - founder. Happy to team up, feel free to reach out: https://www.linkedin.com/in/lorenzo-pieri-a638b9a6/

Food Recognition Challenge

More masks than bboxes?

About 2 years ago

Some annotations appear to have more segmentation masks than bounding boxes. For instance the instance 66 of the train dataset has 2 masks, but only 1 bbox.

i = 66
xx = annotations["annotations"][i]['segmentation']
yy = annotations["annotations"][i]['bbox']
print(xx)
print(len(xx))
print(yy)
print(len(yy))


[[163.90875, 115.78999999999999, .... 49999999996]]
 2
[118.79625, 324.30999999999995, 270.17375, 376.44]
4

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