Yi-Chia Chang

icon company University of Illinois Urbana-Champaign icon location Champaign, Illinois icon location PhD student @illinois

Results 6 issues of Yi-Chia Chang

[WIP] Adds CDL Sentinel2 Datamodule

This PR adds the datamodule for CDL + Sentinel-2 images. Need to try `random_grid_cell_assignment`

testing
datamodules

Add AgriFieldNet datamodule

This PR adds the AgriFieldNet datamodule. The training uses satellite images included in the original dataset. We can experiment more with the Sentinel-2 raw scenes.

documentation
testing
datamodules

RandomGeoSampler for Pre-chipped Datasets

6 comment

This PR replaces `RandomBatchGeoSampler` with `RandomGeoSampler` for Agrifieldnet, Sentinel2_CDL, Sentinel2_NCCM, Sentinel2_EuroCrops, and Sentinel2_SouthAmericaSoybean datamodules. `RandomGeoSampler` works better for the pre-chipped datasets because it returns the correct random bounding boxes.

testing
datamodules

SatlasPretrain ResNet50 Weights

This PR adds SatlasPretrain ResNet50 weights as the Enums.

documentation
models

Fix South America Soybean Filename Glob and Regex

This PR fixes the filename glob and regex for the files downloaded from the source.

datasets
testing

AgriFieldNet missing filename glob

1 comment

### Description The filename glob is missing from the AgriFieldNet dataset. ### Steps to reproduce 1. Check line 76 in torchgeo/datasets/agrifieldnet.py ### Version main

datasets