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deeplab-test-remote.json
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deeplab-test-remote.json
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{
"train_scenes": [
{
"id": "2-10",
"raster_source": {
"geotiff_files": {
"uris": [
"/opt/data/top_potsdam_2_10_RGBIR.tif"
]
}
},
"ground_truth_label_store": {
"segmentation_raster_file": {
"src": {
"geotiff_files": {
"uris": [
"/opt/data/top_potsdam_2_10_label_georeferenced.tif"
]
}
},
"src_classes": [ "#ffff00", "#0000ff" ],
"dst_classes": [ 1, 0 ]
}
}
}
],
"test_scenes": [
{
"id": "2-11",
"raster_source": {
"geotiff_files": {
"uris": [
"/opt/data/top_potsdam_2_11_RGBIR.tif"
]
}
},
"ground_truth_label_store": {
"segmentation_raster_file": {
"src": {
"geotiff_files": {
"uris": [
"/opt/data/top_potsdam_2_11_label_georeferenced.tif"
]
}
},
"src_classes": [ "#ffff00", "#0000ff" ],
"dst_classes": [ 1, 0 ]
}
}
}
],
"machine_learning": {
"task": "SEMANTIC_SEGMENTATION",
"backend": "TF_DEEPLAB",
"class_items": [
{
"id": 1,
"name": "car"
}
]
},
"make_training_chips_options": {
"segmentation_options": {
}
},
"train_options": {
"pretrained_model_uri": "/dev/null",
"backend_config_uri": "/dev/null",
"sync_interval": 600,
"segmentation_options": {
"tf_initial_checkpoints_uri": "{rv_root}/deeplabv3_mnv2_pascal_train_aug_2018_01_29.tar.gz",
"training_number_of_steps": 1
"train_split": "train",
"model_variant": "mobilenet_v2",
"atrous_rates": [6, 12, 18],
"decoder_output_stride": 4,
"train_batch_size": 12
}
},
"predict_options": {
"segmentation_options": {
}
},
"eval_options": {
},
"debug": true,
"chip_size": 300,
"raster_transformer": {
"channel_order": [0, 1, 2]
},
"remote_uri_map": {
"rv_root": "s3://raster-vision-mcclain",
"raw": "s3://raster-vision-mcclain/raw-data"
},
"raw_dataset_key": "cowc-potsdam",
"dataset_key": "test",
"model_key": "deeplab",
"prediction_key": "test-set",
"eval_key": "default"
}