Commit
·
3662de4
1
Parent(s):
898e848
누락된 model_info.json 파일 다시 추가
Browse files- model_info.json +112 -0
model_info.json
ADDED
|
@@ -0,0 +1,112 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model_architecture": {
|
| 3 |
+
"backbone": "vit_large_patch14_dinov2.lvd142m",
|
| 4 |
+
"feature_dim": 1024,
|
| 5 |
+
"total_parameters": 303252502,
|
| 6 |
+
"trainable_parameters": 24598,
|
| 7 |
+
"freeze_backbone": true
|
| 8 |
+
},
|
| 9 |
+
"input_specification": {
|
| 10 |
+
"image_size": [
|
| 11 |
+
224,
|
| 12 |
+
224
|
| 13 |
+
],
|
| 14 |
+
"channels": 3,
|
| 15 |
+
"pixel_range": [
|
| 16 |
+
0.0,
|
| 17 |
+
1.0
|
| 18 |
+
],
|
| 19 |
+
"normalization": {
|
| 20 |
+
"mean": [
|
| 21 |
+
0.485,
|
| 22 |
+
0.456,
|
| 23 |
+
0.406
|
| 24 |
+
],
|
| 25 |
+
"std": [
|
| 26 |
+
0.229,
|
| 27 |
+
0.224,
|
| 28 |
+
0.225
|
| 29 |
+
],
|
| 30 |
+
"description": "ImageNet normalization for DINOv2"
|
| 31 |
+
},
|
| 32 |
+
"input_format": "RGB",
|
| 33 |
+
"tensor_layout": "NCHW"
|
| 34 |
+
},
|
| 35 |
+
"output_specification": {
|
| 36 |
+
"heads": {
|
| 37 |
+
"scene": {
|
| 38 |
+
"num_classes": 6,
|
| 39 |
+
"output_type": "logits",
|
| 40 |
+
"activation": "softmax",
|
| 41 |
+
"classes": [
|
| 42 |
+
16000001,
|
| 43 |
+
16000002,
|
| 44 |
+
16000006,
|
| 45 |
+
16000008,
|
| 46 |
+
16000009,
|
| 47 |
+
16000011
|
| 48 |
+
]
|
| 49 |
+
},
|
| 50 |
+
"concept": {
|
| 51 |
+
"num_classes": 3,
|
| 52 |
+
"output_type": "logits",
|
| 53 |
+
"activation": "softmax",
|
| 54 |
+
"classes": [
|
| 55 |
+
17000001,
|
| 56 |
+
17000002,
|
| 57 |
+
17000003
|
| 58 |
+
]
|
| 59 |
+
},
|
| 60 |
+
"object": {
|
| 61 |
+
"num_classes": 13,
|
| 62 |
+
"output_type": "logits",
|
| 63 |
+
"activation": "softmax",
|
| 64 |
+
"classes": [
|
| 65 |
+
18000001,
|
| 66 |
+
18000002,
|
| 67 |
+
18000004,
|
| 68 |
+
18000005,
|
| 69 |
+
18000006,
|
| 70 |
+
18000007,
|
| 71 |
+
18000008,
|
| 72 |
+
18000009,
|
| 73 |
+
18000010,
|
| 74 |
+
18000012,
|
| 75 |
+
18000014,
|
| 76 |
+
18000016,
|
| 77 |
+
"unclassified"
|
| 78 |
+
]
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
},
|
| 82 |
+
"class_mappings": {
|
| 83 |
+
"scene": {
|
| 84 |
+
"0": 16000001,
|
| 85 |
+
"1": 16000002,
|
| 86 |
+
"2": 16000006,
|
| 87 |
+
"3": 16000008,
|
| 88 |
+
"4": 16000009,
|
| 89 |
+
"5": 16000011
|
| 90 |
+
},
|
| 91 |
+
"concept": {
|
| 92 |
+
"0": 17000001,
|
| 93 |
+
"1": 17000002,
|
| 94 |
+
"2": 17000003
|
| 95 |
+
},
|
| 96 |
+
"object": {
|
| 97 |
+
"0": 18000001,
|
| 98 |
+
"1": 18000002,
|
| 99 |
+
"2": 18000004,
|
| 100 |
+
"3": 18000005,
|
| 101 |
+
"4": 18000006,
|
| 102 |
+
"5": 18000007,
|
| 103 |
+
"6": 18000008,
|
| 104 |
+
"7": 18000009,
|
| 105 |
+
"8": 18000010,
|
| 106 |
+
"9": 18000012,
|
| 107 |
+
"10": 18000014,
|
| 108 |
+
"11": 18000016,
|
| 109 |
+
"12": "unclassified"
|
| 110 |
+
}
|
| 111 |
+
}
|
| 112 |
+
}
|