{
	"DETAILS": {
	"NAME": "Doodleverse/CoastSeg Segformer models for 4-class (water, whitewater, sediment and other) segmentation of PlanetScope, Sentinel-2 and Landsat-5/7/8/9 visible-band (RGB) images of coasts. 'Alaska-only' version.",
	"DATE": "2024-11-04",
	"URL":"10.5281/zenodo.14037041",
	"CITATION":"Buscombe, D. (2024) Doodleverse/CoastSeg Segformer models for 4-class (water, whitewater, sediment and other) segmentation of PlanetScope, Sentinel-2 and Landsat-5/7/8/9 visible-band (RGB) images of coasts. 'Alaska-only' version. Zenodo data release 10.5281/zenodo.14037041",
    "QUERIES": "https://github.com/Doodleverse/segmentation_zoo/issues",
    "CREDIT":"Daniel Buscombe, @MARDAScience",
    "INTENDED_PURPOSE":"Landsat-7/8/9, Planetscope, and Sentinel-2 satellite image segmentation",
    "KEYWORDS": {
      "1": "Landsat",
      "2": "Landsat-8",
      "3": "Landsat-7",
      "4": "Landsat-9",
      "5": "Sentinel-2",
      "6": "Planetscope",
	  "7": "water",
	  "8": "whitewater",
	  "9": "sediment",
	  "10": "other"
    }
	},	
	"MODEL": {
	"NAME": "segformer",
	"TARGET_SIZE": [512,512]
	},
	"TRAINING": {
    "BATCH_SIZE": 24,
	"PATIENCE": 10,
	"MAX_EPOCHS": 100,
	"VALIDATION_SPLIT": 0.6,
	"RAMPUP_EPOCHS": 20,
	"SUSTAIN_EPOCHS": 0.0,
	"EXP_DECAY": 0.9,
	"START_LR":  1e-7,
	"MIN_LR": 1e-7,
	"MAX_LR": 1e-4
	},
	"AUGMENTATION": {
    "AUGMENTATION_USED": true,
	"AUG_ROT": 5,
	"AUG_ZOOM": 0.05,
	"AUG_WIDTHSHIFT": 0.05,
	"AUG_HEIGHTSHIFT": 0.05,
	"AUG_HFLIP": true,
	"AUG_VFLIP": true,
	"AUG_LOOPS": 10,
	"AUG_COPIES": 5
	}     
}