robosat
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mapbox
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
@daniel-j-h Hello! I am working with Sentinel-2 data and successfully trained with 0.56 accuracy. Now I want to increase training data so I am trying data augmentation (rotation, zooming). I...
Hello! @daniel-j-h Thank you for your project. I have some questions. 1 Can we bring own dataset(with labels) for example: https://github.com/phelber/EuroSAT. 2. If we can bring this data, should we...
Hello! @daniel-j-h Thank you for your project. I am having an error during prediction: `sudo docker run --runtime=nvidia -it --rm -v $PWD:/data --ipc=host mapbox/robosat:latest-gpu predict --tile_size 512 --model /data/robosat/config/model-unet.toml --dataset...
Hi All, I am able to get 0.83 of IOU using the Tanzania dataset using your code and able to generate vector files after predictions. Now, I have a 50cm...
Hi, I am facing this issue while training. ERROR: resolutions for images and masks are in sync Not sure about the error. I have also checked for the resolutions of...
Multipolygons cause "UnboundLocalError: local variable 'x' referenced before assignment" in rs cover
I am just leaving this here as a note to anyone getting this error when using rs cover. If there are features in the cover GeoJSON that are of `MultiPolygon`...
Hi, I got this error: ( FileNotFoundError: [Errno 2] No such file or directory: '/data/model.toml') during of built Docker images installation using GPU, I run it on ubuntu v20.04.01 Here...
Hi, I have some drone images without any Geo referenced properties, is it possible to import them as input data? how can I prepare them as slippy format data? Happy...
Hi, I am a beginner and need an install instruction of robosat in the Google colab or some simple known IDE, Is there any help? Best Regards Mary
Hi, There's a fork https://github.com/datapink/robosat.pink. How about merging it in and making Olivier, the author, (co)maintainer of the merged thing? /cc @ocourtin
