All Questions
3 questions
20
votes
1
answer
37k
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What is a fully convolution network?
I was surveying some literature related to Fully Convolutional Networks and came across the following phrase,
A fully convolutional network is achieved by replacing the parameter-rich fully ...
- 335
4
votes
1
answer
4k
views
What do the words "coarse" and "fine" mean in the context of computer vision?
I was reading the well know paper Fully Convolutional Networks for Semantic Segmentation, and, throughout the whole paper, they talk use the term fine and coarse. I was wondering what they mean. The ...
- 211
34
votes
5
answers
43k
views
How can I deal with images of variable dimensions when doing image segmentation?
I'm facing the problem of having images of different dimensions as inputs in a segmentation task. Note that the images do not even have the same aspect ratio.
One common approach that I found in ...
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