- config.json +110 -0
- preprocessor_config.json +18 -0
- pytorch_model.bin +3 -0
- tf_model.h5 +3 -0
config.json
ADDED
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@@ -0,0 +1,110 @@
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| 1 |
+
{
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| 2 |
+
"architectures": [
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| 3 |
+
"SegformerForSemanticSegmentation"
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| 4 |
+
],
|
| 5 |
+
"attention_probs_dropout_prob": 0.0,
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| 6 |
+
"classifier_dropout_prob": 0.1,
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| 7 |
+
"decoder_hidden_size": 256,
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| 8 |
+
"depths": [
|
| 9 |
+
2,
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| 10 |
+
2,
|
| 11 |
+
2,
|
| 12 |
+
2
|
| 13 |
+
],
|
| 14 |
+
"downsampling_rates": [
|
| 15 |
+
1,
|
| 16 |
+
4,
|
| 17 |
+
8,
|
| 18 |
+
16
|
| 19 |
+
],
|
| 20 |
+
"drop_path_rate": 0.1,
|
| 21 |
+
"hidden_act": "gelu",
|
| 22 |
+
"hidden_dropout_prob": 0.0,
|
| 23 |
+
"hidden_sizes": [
|
| 24 |
+
32,
|
| 25 |
+
64,
|
| 26 |
+
160,
|
| 27 |
+
256
|
| 28 |
+
],
|
| 29 |
+
"id2label": {
|
| 30 |
+
"0": "road",
|
| 31 |
+
"1": "sidewalk",
|
| 32 |
+
"2": "building",
|
| 33 |
+
"3": "wall",
|
| 34 |
+
"4": "fence",
|
| 35 |
+
"5": "pole",
|
| 36 |
+
"6": "traffic light",
|
| 37 |
+
"7": "traffic sign",
|
| 38 |
+
"8": "vegetation",
|
| 39 |
+
"9": "terrain",
|
| 40 |
+
"10": "sky",
|
| 41 |
+
"11": "person",
|
| 42 |
+
"12": "rider",
|
| 43 |
+
"13": "car",
|
| 44 |
+
"14": "truck",
|
| 45 |
+
"15": "bus",
|
| 46 |
+
"16": "train",
|
| 47 |
+
"17": "motorcycle",
|
| 48 |
+
"18": "bicycle"
|
| 49 |
+
},
|
| 50 |
+
"image_size": 224,
|
| 51 |
+
"initializer_range": 0.02,
|
| 52 |
+
"label2id": {
|
| 53 |
+
"bicycle": 18,
|
| 54 |
+
"building": 2,
|
| 55 |
+
"bus": 15,
|
| 56 |
+
"car": 13,
|
| 57 |
+
"fence": 4,
|
| 58 |
+
"motorcycle": 17,
|
| 59 |
+
"person": 11,
|
| 60 |
+
"pole": 5,
|
| 61 |
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"rider": 12,
|
| 62 |
+
"road": 0,
|
| 63 |
+
"sidewalk": 1,
|
| 64 |
+
"sky": 10,
|
| 65 |
+
"terrain": 9,
|
| 66 |
+
"traffic light": 6,
|
| 67 |
+
"traffic sign": 7,
|
| 68 |
+
"train": 16,
|
| 69 |
+
"truck": 14,
|
| 70 |
+
"vegetation": 8,
|
| 71 |
+
"wall": 3
|
| 72 |
+
},
|
| 73 |
+
"layer_norm_eps": 1e-06,
|
| 74 |
+
"mlp_ratios": [
|
| 75 |
+
4,
|
| 76 |
+
4,
|
| 77 |
+
4,
|
| 78 |
+
4
|
| 79 |
+
],
|
| 80 |
+
"model_type": "segformer",
|
| 81 |
+
"num_attention_heads": [
|
| 82 |
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1,
|
| 83 |
+
2,
|
| 84 |
+
5,
|
| 85 |
+
8
|
| 86 |
+
],
|
| 87 |
+
"num_channels": 3,
|
| 88 |
+
"num_encoder_blocks": 4,
|
| 89 |
+
"patch_sizes": [
|
| 90 |
+
7,
|
| 91 |
+
3,
|
| 92 |
+
3,
|
| 93 |
+
3
|
| 94 |
+
],
|
| 95 |
+
"reshape_last_stage": true,
|
| 96 |
+
"sr_ratios": [
|
| 97 |
+
8,
|
| 98 |
+
4,
|
| 99 |
+
2,
|
| 100 |
+
1
|
| 101 |
+
],
|
| 102 |
+
"strides": [
|
| 103 |
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4,
|
| 104 |
+
2,
|
| 105 |
+
2,
|
| 106 |
+
2
|
| 107 |
+
],
|
| 108 |
+
"torch_dtype": "float32",
|
| 109 |
+
"transformers_version": "4.12.0.dev0"
|
| 110 |
+
}
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
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|
| 1 |
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{
|
| 2 |
+
"do_normalize": true,
|
| 3 |
+
"do_resize": true,
|
| 4 |
+
"feature_extractor_type": "SegformerFeatureExtractor",
|
| 5 |
+
"image_mean": [
|
| 6 |
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0.485,
|
| 7 |
+
0.456,
|
| 8 |
+
0.406
|
| 9 |
+
],
|
| 10 |
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"image_std": [
|
| 11 |
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0.229,
|
| 12 |
+
0.224,
|
| 13 |
+
0.225
|
| 14 |
+
],
|
| 15 |
+
"reduce_labels": false,
|
| 16 |
+
"resample": 2,
|
| 17 |
+
"size": 512
|
| 18 |
+
}
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ffe3494e1339abf7af09a13c914e72c3d2745e2f315eba1fd2b1dee15b7a73ed
|
| 3 |
+
size 14957601
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tf_model.h5
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
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|
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|
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|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0b07d5d1354b5e4bc6ad579e7350a240c170b0dea3c781bf917019932174569c
|
| 3 |
+
size 15151028
|