BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation

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Abstract:

The low-level details and high-level semantics are both essential to the semantic segmentation task. However, to speed up the model inference, current approaches almost always sacrifice the low-level details, which leads to a considerable accuracy decrease. We propose to treat these spatial details and categorical semantics separately t...More

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