├── .gitignore ├── LICENSE ├── README.md ├── Solaris_FOSS4G_2019 ├── 1_intro_to_solaris.ipynb ├── 2_under_the_hood.ipynb ├── 3_evaluating_performance.ipynb ├── 4_fine_tuning_a_spacenet_model.ipynb ├── CosmiQ_Solaris_Evaluating_Performance.pdf ├── CosmiQ_Solaris_FOSS4G_Workshop_Intro.pdf ├── CosmiQ_Solaris_Inference_Intro.pdf ├── CosmiQ_Solaris_Training_Intro.pdf ├── README.md ├── data │ ├── MVOI_data │ │ ├── MVOI_nadir10_test_sample.geojson │ │ ├── MVOI_nadir10_test_sample.tif │ │ └── viz_version.tif │ └── workshop_configs │ │ ├── khartoum_inf.csv │ │ ├── khartoum_train.csv │ │ ├── mvoi_inf.csv │ │ ├── selimsef_densenet121unet_workshop_infer.yml │ │ ├── selimsef_densenet161unet_workshop_infer.yml │ │ ├── selimsef_resnet34unet_workshop_infer.yml │ │ ├── xdxd_workshop_infer.yml │ │ ├── xdxd_workshop_khartoum_infer.yml │ │ ├── xdxd_workshop_khartoum_infer_raw.yml │ │ └── xdxd_workshop_khartoum_train.yml ├── files │ ├── f1_pixelwise_prec_rec_example.png │ ├── inference_tile_ex.png │ ├── iou_schematic.png │ ├── khartoum_infer_for_viz.png │ └── khartoum_infer_for_viz.tif ├── foss4g_solaris.png ├── selimsef_densenet121_inference_out │ ├── MVOI_nadir10_predictions.geojson │ └── MVOI_nadir10_test_sample.tif ├── selimsef_densenet161_inference_out │ ├── MVOI_nadir10_predictions.geojson │ └── MVOI_nadir10_test_sample.tif ├── selimsef_resnet34_inference_out │ ├── MVOI_nadir10_predictions.geojson │ └── MVOI_nadir10_test_sample.tif ├── xdxd_inference_out │ ├── Khartoum_img924.geojson │ ├── MVOI_nadir10_predictions.geojson │ ├── MVOI_nadir10_test_sample.tif │ └── RGB-PanSharpen_AOI_5_Khartoum_img924.tif └── xdxd_retrain_inference_out │ ├── Khartoum_img924.geojson │ └── RGB-PanSharpen_AOI_5_Khartoum_img924.tif └── solaris_powered_by.png /.gitignore: -------------------------------------------------------------------------------- 1 | *.ipynb_checkpoints 2 | .DS_Store 3 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/README.md -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/1_intro_to_solaris.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/1_intro_to_solaris.ipynb -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/2_under_the_hood.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/2_under_the_hood.ipynb -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/3_evaluating_performance.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/3_evaluating_performance.ipynb -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/4_fine_tuning_a_spacenet_model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/4_fine_tuning_a_spacenet_model.ipynb -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/CosmiQ_Solaris_Evaluating_Performance.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/CosmiQ_Solaris_Evaluating_Performance.pdf -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/CosmiQ_Solaris_FOSS4G_Workshop_Intro.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/CosmiQ_Solaris_FOSS4G_Workshop_Intro.pdf -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/CosmiQ_Solaris_Inference_Intro.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/CosmiQ_Solaris_Inference_Intro.pdf -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/CosmiQ_Solaris_Training_Intro.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/CosmiQ_Solaris_Training_Intro.pdf -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/README.md -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/data/MVOI_data/MVOI_nadir10_test_sample.geojson: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/data/MVOI_data/MVOI_nadir10_test_sample.geojson -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/data/MVOI_data/MVOI_nadir10_test_sample.tif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/data/MVOI_data/MVOI_nadir10_test_sample.tif -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/data/MVOI_data/viz_version.tif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/data/MVOI_data/viz_version.tif -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/data/workshop_configs/khartoum_inf.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/data/workshop_configs/khartoum_inf.csv -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/data/workshop_configs/khartoum_train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/data/workshop_configs/khartoum_train.csv -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/data/workshop_configs/mvoi_inf.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/data/workshop_configs/mvoi_inf.csv -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/data/workshop_configs/selimsef_densenet121unet_workshop_infer.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/data/workshop_configs/selimsef_densenet121unet_workshop_infer.yml -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/data/workshop_configs/selimsef_densenet161unet_workshop_infer.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/data/workshop_configs/selimsef_densenet161unet_workshop_infer.yml -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/data/workshop_configs/selimsef_resnet34unet_workshop_infer.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/data/workshop_configs/selimsef_resnet34unet_workshop_infer.yml -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/data/workshop_configs/xdxd_workshop_infer.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/data/workshop_configs/xdxd_workshop_infer.yml -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/data/workshop_configs/xdxd_workshop_khartoum_infer.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/data/workshop_configs/xdxd_workshop_khartoum_infer.yml -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/data/workshop_configs/xdxd_workshop_khartoum_infer_raw.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/data/workshop_configs/xdxd_workshop_khartoum_infer_raw.yml -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/data/workshop_configs/xdxd_workshop_khartoum_train.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/data/workshop_configs/xdxd_workshop_khartoum_train.yml -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/files/f1_pixelwise_prec_rec_example.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/files/f1_pixelwise_prec_rec_example.png -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/files/inference_tile_ex.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/files/inference_tile_ex.png -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/files/iou_schematic.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/files/iou_schematic.png -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/files/khartoum_infer_for_viz.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/files/khartoum_infer_for_viz.png -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/files/khartoum_infer_for_viz.tif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/files/khartoum_infer_for_viz.tif -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/foss4g_solaris.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/foss4g_solaris.png -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/selimsef_densenet121_inference_out/MVOI_nadir10_predictions.geojson: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/selimsef_densenet121_inference_out/MVOI_nadir10_predictions.geojson -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/selimsef_densenet121_inference_out/MVOI_nadir10_test_sample.tif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/selimsef_densenet121_inference_out/MVOI_nadir10_test_sample.tif -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/selimsef_densenet161_inference_out/MVOI_nadir10_predictions.geojson: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/selimsef_densenet161_inference_out/MVOI_nadir10_predictions.geojson -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/selimsef_densenet161_inference_out/MVOI_nadir10_test_sample.tif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/selimsef_densenet161_inference_out/MVOI_nadir10_test_sample.tif -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/selimsef_resnet34_inference_out/MVOI_nadir10_predictions.geojson: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/selimsef_resnet34_inference_out/MVOI_nadir10_predictions.geojson -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/selimsef_resnet34_inference_out/MVOI_nadir10_test_sample.tif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/selimsef_resnet34_inference_out/MVOI_nadir10_test_sample.tif -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/xdxd_inference_out/Khartoum_img924.geojson: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/xdxd_inference_out/Khartoum_img924.geojson -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/xdxd_inference_out/MVOI_nadir10_predictions.geojson: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/xdxd_inference_out/MVOI_nadir10_predictions.geojson -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/xdxd_inference_out/MVOI_nadir10_test_sample.tif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/xdxd_inference_out/MVOI_nadir10_test_sample.tif -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/xdxd_inference_out/RGB-PanSharpen_AOI_5_Khartoum_img924.tif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/xdxd_inference_out/RGB-PanSharpen_AOI_5_Khartoum_img924.tif -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/xdxd_retrain_inference_out/Khartoum_img924.geojson: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/xdxd_retrain_inference_out/Khartoum_img924.geojson -------------------------------------------------------------------------------- /Solaris_FOSS4G_2019/xdxd_retrain_inference_out/RGB-PanSharpen_AOI_5_Khartoum_img924.tif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/Solaris_FOSS4G_2019/xdxd_retrain_inference_out/RGB-PanSharpen_AOI_5_Khartoum_img924.tif -------------------------------------------------------------------------------- /solaris_powered_by.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CosmiQ/solaris_tutorials/HEAD/solaris_powered_by.png --------------------------------------------------------------------------------