VIDA-NYU / tile2net

Automated mapping of pedestrian networks from aerial imagery tiles
BSD 3-Clause "New" or "Revised" License
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where is the model definition #24

Closed xiaojianggis closed 1 year ago

xiaojianggis commented 1 year ago

Great work. I check the repository and your papers, however, I didn't find the model definition. I am wondering how you construct the model and train it. Thanks.

Mary-h86 commented 1 year ago

@xiaojianggis Thank you! As described in the paper, the pipeline has two main parts, feature detection and network generation. Feature detection which uses a semantic segmentation model, is detailed in section 3.1 of the paper, the implementation in section 3.2, and training results in section 3.3. Section 3.4 details the network creation parts.

The code for the semantic segmentation part is available under tileseg directory.

The trained weights are also available, and will be automatically downloaded as part of the model set-up during the first run of inference.

xiaojianggis commented 1 year ago

Thanks. Found it.