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{
"_name_or_path": "/kaggle/working/saved_model_epoch14",
"architectures": [
"MaskFormerForInstanceSegmentation"
],
"backbone": null,
"backbone_config": {
"depths": [
2,
2,
18,
2
],
"drop_path_rate": 0.3,
"embed_dim": 128,
"encoder_stride": 32,
"hidden_size": 1024,
"image_size": 384,
"in_channels": 3,
"model_type": "maskformer-swin",
"num_heads": [
4,
8,
16,
32
],
"out_features": [
"stage1",
"stage2",
"stage3",
"stage4"
],
"out_indices": [
1,
2,
3,
4
],
"path_norm": true,
"pretrain_img_size": 384,
"window_size": 12
},
"backbone_kwargs": null,
"ce_weight": 1.0,
"cross_entropy_weight": 1.0,
"decoder_config": {
"max_position_embeddings": 1024,
"model_type": "detr",
"scale_embedding": false
},
"dice_weight": 1.0,
"fpn_feature_size": 256,
"id2label": {
"0": "water",
"1": "whitewater",
"2": "sediment",
"3": "other_natural_terrain",
"4": "vegetation",
"5": "development",
"6": "unknown"
},
"init_std": 0.02,
"init_xavier_std": 1.0,
"label2id": {
"development": 5,
"other_natural_terrain": 3,
"sediment": 2,
"unknown": 6,
"vegetation": 4,
"water": 0,
"whitewater": 1
},
"mask_feature_size": 256,
"mask_weight": 20.0,
"model_type": "maskformer",
"no_object_weight": 0.1,
"num_attention_heads": 8,
"num_hidden_layers": 6,
"num_queries": 100,
"output_auxiliary_logits": null,
"torch_dtype": "float32",
"transformers_version": "4.38.1",
"use_auxiliary_loss": false,
"use_pretrained_backbone": false,
"use_timm_backbone": false
}