final model: U-Net ResNet-34 + FPN EfficientNet-B3 (val 0.7297)

04692a0 verified 7 days ago

251 Bytes

{
 "option": "U-Net ResNet-34 + FPN EfficientNet-B3",
 "models": [
  "unet_resnet34",
  "fpn_effb3"
 ],
 "tta": "hflip",
 "classes": [
  "defect_a",
  "defect_b",
  "defect_c",
  "defect_d"
 ],
 "val_score": 0.7297,
 "val_score_threshold_05": 0.7121
}

	{
	"option": "U-Net ResNet-34 + FPN EfficientNet-B3",
	"models": [
	"unet_resnet34",
	"fpn_effb3"
	],
	"tta": "hflip",
	"classes": [
	"defect_a",
	"defect_b",
	"defect_c",
	"defect_d"
	],
	"val_score": 0.7297,
	"val_score_threshold_05": 0.7121
	}