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Issues list

Refactor top level robosat module
#2 opened Jun 10, 2018 by daniel-j-h
1 task
Refactor all path handling to use pathlib
#5 opened Jun 10, 2018 by daniel-j-h
1 task
Implement optional random feature sampling for rs extract
#7 opened Jun 10, 2018 by daniel-j-h
3 tasks
Refactor robosat to be a proper library with utility tools on top of it
#9 opened Jun 10, 2018 by daniel-j-h
Investigate difference in rs cover vs tile-cover tile list
#10 opened Jun 10, 2018 by daniel-j-h
1 task
Provide abstract base classes for handlers
#13 opened Jun 10, 2018 by daniel-j-h
2 tasks
Pass device to torch.load instead of map_location function
#14 opened Jun 10, 2018 by daniel-j-h
2 tasks
Move simplification to rs merge pipeline step
#16 opened Jun 10, 2018 by daniel-j-h
2 tasks
Refactor datasets to use slippy map dataset abstractions
#17 opened Jun 11, 2018 by daniel-j-h
Save all-background mask in rs rasterize for hard-negative mining
#43 opened Jun 18, 2018 by daniel-j-h
2 tasks
Mirror tiles at borders if adjacent tiles are missing
#48 opened Jun 24, 2018 by daniel-j-h
1 task
Generalize post-processing handlers across zoom levels
#51 opened Jun 26, 2018 by daniel-j-h
2 tasks done
Handle instance segmentation by adding second output channel for touching borders
#52 opened Jun 26, 2018 by daniel-j-h
3 tasks
Implement additional data augmentations for training
#55 opened Jun 29, 2018 by daniel-j-h
5 tasks
Implement test-time augmentations for rs predict
#57 opened Jun 29, 2018 by daniel-j-h
3 tasks
Implement Feature Pyramid Network for semantic segmentation
#60 opened Jul 2, 2018 by daniel-j-h
2 tasks
Warmup epochs with frozen pre-trained encoder weights to initialize decoder
#72 opened Jul 9, 2018 by daniel-j-h
Up- or downsample probabilities between zoom levels
#78 opened Jul 15, 2018 by daniel-j-h
Topology-aware loss function for combined pixel-wise and topology loss
#133 opened Oct 23, 2018 by daniel-j-h
rs extract: implement generic feature validation in base handler
#136 opened Oct 23, 2018 by daniel-j-h
TensorBoard integration
#156 opened May 27, 2019 by daniel-j-h
Squeeze and excitation (scSE) modules
#157 opened May 27, 2019 by daniel-j-h
Feature pyramid attention (FPA) modules
#167 opened May 30, 2019 by daniel-j-h
Upgrade to latest stable pytorch and torchvision
#182 opened Sep 14, 2019 by daniel-j-h
3 tasks
rs_subset should accept multiple file inputs
#189 opened Oct 17, 2019 by markmester
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