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Google Brain AutoML
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QUESTION: Can EfficientDet Perform Multi-Label Instance Segmentation Or Only Semantic Segmentation #938

Open darien-schettler opened 3 years ago

darien-schettler commented 3 years ago

As the title states.

Can we use the keras/segmentation.py file to perform instance segmentation (single or multi-label) or just semantic segmentation?

While it appears other closed answers/issues reference the ability to perform instance segmentation, I wanted to clarify, because the Google AI Blog Post specifically calls out semantic segmentation, and the demo in the keras/segmentation.py file is for semantic segmentation.

Here's the quote from the Google AI Blog Post:

"While the EfficientDet models are mainly designed for object detection, we also examine their performance on other tasks, such as semantic segmentation."

Thanks in advance.

judahkshitij commented 1 year ago

@darien-schettler Have you found out answer to your question of how can we do instance segmentation using Efficientdet? I need to do instance segmentation for my project and want to use Efficientdet if possible. Any insights is appreciated. Thanks.