mapbox / robosat

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

mapbox/robosat Issues

Division by zero when training with small datasets caused by incomplete batch dropping
Updated a year ago
Extracting segmentation masks from bbox coordinates
Updated 2 years ago2
Meaning of the QoD Metric
Closed 3 years ago2
Augmented data is stopping weight calculation and training.
Updated 3 years ago1
Bringin own data
Updated 3 years ago14
RuntimeError: unexpected EOF, expected 2051578 more bytes. The file might be corrupted.
Updated 3 years ago1
poor prediction in satellite images
Updated 3 years ago4
Error while training
Updated 3 years ago1
Don't see any prediction with rs serve
Closed 3 years ago5
Multipolygons cause "UnboundLocalError: local variable 'x' referenced before assignment" in rs cover
Updated 3 years ago1
installation Error: No such file or directory: '/data/model.toml'
Updated 4 years ago10
Data preparation
Updated 4 years ago
Need an install instruction in a Python IDE
Updated 4 years ago4
Merge in https://github.com/datapink/robosat.pink
Updated 4 years ago10
Available pre-trained models
Closed 4 years ago2
converting segmented masks into geojson files
Updated 4 years ago
rs train results
Updated 4 years ago
rs download not working in case of tanzania images
Updated 4 years ago4
Optimizing rs merge
Closed 4 years ago8
Update version of pyproj in requirements
Closed 4 years ago1
image size
Closed 4 years ago1
Upgrade to latest stable pytorch and torchvision
Updated 4 years ago
questions related to offline geotiff image and export option
Closed 4 years ago34
rs command doesnt works
Closed 4 years ago13
rs export: Failed to export an ONNX attribute
Updated 4 years ago4
Error: CUDA requested but not available
Closed 4 years ago1
Pretrained model?
Closed 4 years ago2
Illegal instruction (core dumped)
Closed 4 years ago3
FAILED to serve slippy map dirs visualized by mapbox GL JS
Closed 4 years ago2
checkpoint bavaria-dop80-scse-checkpoint.pth error
Closed 5 years ago1
Request :
Closed 5 years ago2
OSError: image file is truncated while running training
Closed 5 years ago1
latest docker gpu problem
Closed 5 years ago2
docker cpu download failed
Closed 5 years ago1
rs download does sth. wrong when creating the url for the api
Closed 5 years ago3
rs merge: fail on 'Merging components'
Closed 5 years ago7
rs_cover, rs_download, and rs_rasterize should accept multiple GEOJSON files
Updated 5 years ago1
Utility for syncing training, validation, and evaluation data.
Updated 5 years ago1
segmentation fault
Closed 5 years ago3
rs_subset should accept multiple file inputs
Updated 5 years ago
What is the best way to cite robosat?
Closed 5 years ago2
Can't run RoboSat docker image
Closed 5 years ago3
not enough values to unpack (expected 3, got 2)
Closed 5 years ago4
rs cover creates incorrect .tiles file
Closed 5 years ago1
Offset for imagery
Closed 5 years ago6
Converting LineString to Polygon?
Closed 5 years ago1
Implement EfficientNet backbone
Updated 5 years ago2
Resume flag in `rs train` loads optimizer state and ignores e.g. learning rate
Closed 5 years ago2
Access local files using docker
Closed 5 years ago1
Feature pyramid attention (FPA) modules
Updated 5 years ago