add model trained on the full dataset
Browse files- app.py +1 -1
- best_model_mixto/config.json +78 -0
- best_model_mixto/pytorch_model.bin +3 -0
app.py
CHANGED
|
@@ -7,7 +7,7 @@ from torchvision import transforms
|
|
| 7 |
from transformers import SegformerForSemanticSegmentation
|
| 8 |
|
| 9 |
|
| 10 |
-
MODEL_PATH="./
|
| 11 |
|
| 12 |
device = torch.device("cpu")
|
| 13 |
|
|
|
|
| 7 |
from transformers import SegformerForSemanticSegmentation
|
| 8 |
|
| 9 |
|
| 10 |
+
MODEL_PATH="./best_model_mixto/"
|
| 11 |
|
| 12 |
device = torch.device("cpu")
|
| 13 |
|
best_model_mixto/config.json
ADDED
|
@@ -0,0 +1,78 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "nvidia/mit-b0",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"SegformerForSemanticSegmentation"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.0,
|
| 7 |
+
"classifier_dropout_prob": 0.1,
|
| 8 |
+
"decoder_hidden_size": 256,
|
| 9 |
+
"depths": [
|
| 10 |
+
2,
|
| 11 |
+
2,
|
| 12 |
+
2,
|
| 13 |
+
2
|
| 14 |
+
],
|
| 15 |
+
"downsampling_rates": [
|
| 16 |
+
1,
|
| 17 |
+
4,
|
| 18 |
+
8,
|
| 19 |
+
16
|
| 20 |
+
],
|
| 21 |
+
"drop_path_rate": 0.1,
|
| 22 |
+
"hidden_act": "gelu",
|
| 23 |
+
"hidden_dropout_prob": 0.0,
|
| 24 |
+
"hidden_sizes": [
|
| 25 |
+
32,
|
| 26 |
+
64,
|
| 27 |
+
160,
|
| 28 |
+
256
|
| 29 |
+
],
|
| 30 |
+
"id2label": {
|
| 31 |
+
"0": "cordillera",
|
| 32 |
+
"1": "glaciar"
|
| 33 |
+
},
|
| 34 |
+
"image_size": 224,
|
| 35 |
+
"initializer_range": 0.02,
|
| 36 |
+
"label2id": {
|
| 37 |
+
"cordillera": 0,
|
| 38 |
+
"glaciar": 1
|
| 39 |
+
},
|
| 40 |
+
"layer_norm_eps": 1e-06,
|
| 41 |
+
"mlp_ratios": [
|
| 42 |
+
4,
|
| 43 |
+
4,
|
| 44 |
+
4,
|
| 45 |
+
4
|
| 46 |
+
],
|
| 47 |
+
"model_type": "segformer",
|
| 48 |
+
"num_attention_heads": [
|
| 49 |
+
1,
|
| 50 |
+
2,
|
| 51 |
+
5,
|
| 52 |
+
8
|
| 53 |
+
],
|
| 54 |
+
"num_channels": 3,
|
| 55 |
+
"num_encoder_blocks": 4,
|
| 56 |
+
"patch_sizes": [
|
| 57 |
+
7,
|
| 58 |
+
3,
|
| 59 |
+
3,
|
| 60 |
+
3
|
| 61 |
+
],
|
| 62 |
+
"reshape_last_stage": true,
|
| 63 |
+
"semantic_loss_ignore_index": 255,
|
| 64 |
+
"sr_ratios": [
|
| 65 |
+
8,
|
| 66 |
+
4,
|
| 67 |
+
2,
|
| 68 |
+
1
|
| 69 |
+
],
|
| 70 |
+
"strides": [
|
| 71 |
+
4,
|
| 72 |
+
2,
|
| 73 |
+
2,
|
| 74 |
+
2
|
| 75 |
+
],
|
| 76 |
+
"torch_dtype": "float32",
|
| 77 |
+
"transformers_version": "4.24.0"
|
| 78 |
+
}
|
best_model_mixto/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:08e13b24c6d6aebadfffbbc1a2a2f3a1de620baf1fb834aa098fb8f27eab5e34
|
| 3 |
+
size 14929953
|