What is the difference between training with instance-sensitive(inst)/non-instance-sensitive(cls) edge label?

Lavender105 / DFF

Code for Dynamic Feature Fusion for Semantic Edge Detection https://arxiv.org/abs/1902.09104

MIT License

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What is the difference between training with instance-sensitive(inst)/non-instance-sensitive(cls) edge label? #21

Closed RoyalVane closed 4 years ago

RoyalVane commented 4 years ago

First of all, i got inspired and enjoyed your work. Now I have a question: What is the difference between training with instance-sensitive(inst)/non-instance-sensitive(cls) edge label?

martin-liao commented 1 year ago

Have you found the difference between training with inst/cls edge label yet? I reviewed another contemporaneous non-instance-sensitive semantic edge detection work of NVIDIA, which seems designed meticulously but with obvious lower precision .Maybe the inst label performs a crucial role... but how and why?