Training in progress epoch 0
Browse files- README.md +55 -0
- config.json +160 -0
- preprocessor_config.json +22 -0
- tf_model.h5 +3 -0
README.md
ADDED
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
license: apache-2.0
|
3 |
+
base_model: google/vit-base-patch32-384
|
4 |
+
tags:
|
5 |
+
- generated_from_keras_callback
|
6 |
+
model-index:
|
7 |
+
- name: nj1867/roof_classification_new_dataset_4_march
|
8 |
+
results: []
|
9 |
+
---
|
10 |
+
|
11 |
+
<!-- This model card has been generated automatically according to the information Keras had access to. You should
|
12 |
+
probably proofread and complete it, then remove this comment. -->
|
13 |
+
|
14 |
+
# nj1867/roof_classification_new_dataset_4_march
|
15 |
+
|
16 |
+
This model is a fine-tuned version of [google/vit-base-patch32-384](https://huggingface.co/google/vit-base-patch32-384) on an unknown dataset.
|
17 |
+
It achieves the following results on the evaluation set:
|
18 |
+
- Train Loss: 4.2343
|
19 |
+
- Validation Loss: 4.0917
|
20 |
+
- Train Accuracy: 0.0437
|
21 |
+
- Epoch: 0
|
22 |
+
|
23 |
+
## Model description
|
24 |
+
|
25 |
+
More information needed
|
26 |
+
|
27 |
+
## Intended uses & limitations
|
28 |
+
|
29 |
+
More information needed
|
30 |
+
|
31 |
+
## Training and evaluation data
|
32 |
+
|
33 |
+
More information needed
|
34 |
+
|
35 |
+
## Training procedure
|
36 |
+
|
37 |
+
### Training hyperparameters
|
38 |
+
|
39 |
+
The following hyperparameters were used during training:
|
40 |
+
- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 3e-05, 'decay_steps': 7440, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.0001}
|
41 |
+
- training_precision: float32
|
42 |
+
|
43 |
+
### Training results
|
44 |
+
|
45 |
+
| Train Loss | Validation Loss | Train Accuracy | Epoch |
|
46 |
+
|:----------:|:---------------:|:--------------:|:-----:|
|
47 |
+
| 4.2343 | 4.0917 | 0.0437 | 0 |
|
48 |
+
|
49 |
+
|
50 |
+
### Framework versions
|
51 |
+
|
52 |
+
- Transformers 4.38.2
|
53 |
+
- TensorFlow 2.13.1
|
54 |
+
- Datasets 2.18.0
|
55 |
+
- Tokenizers 0.15.2
|
config.json
ADDED
@@ -0,0 +1,160 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/vit-base-patch32-384",
|
3 |
+
"architectures": [
|
4 |
+
"ViTForImageClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.0,
|
7 |
+
"encoder_stride": 16,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.0,
|
10 |
+
"hidden_size": 768,
|
11 |
+
"id2label": {
|
12 |
+
"0": "ct_landmark_birchwood_shade",
|
13 |
+
"1": "ct_landmark_birchwood_sun",
|
14 |
+
"10": "ct_landmark_georgetown_gray_sun",
|
15 |
+
"11": "ct_landmark_heather_blend_shade",
|
16 |
+
"12": "ct_landmark_heather_blend_sun",
|
17 |
+
"13": "ct_landmark_hunter_green_shade",
|
18 |
+
"14": "ct_landmark_hunter_green_sun",
|
19 |
+
"15": "ct_landmark_max_def_coastal_blue_shade",
|
20 |
+
"16": "ct_landmark_max_def_coastal_blue_sun",
|
21 |
+
"17": "ct_landmark_moire_black_shade",
|
22 |
+
"18": "ct_landmark_moire_black_sun",
|
23 |
+
"19": "ct_landmark_pewter_shade",
|
24 |
+
"2": "ct_landmark_burnt_sienna_shade",
|
25 |
+
"20": "ct_landmark_pewter_sun",
|
26 |
+
"21": "ct_landmark_resawn_shake_shade",
|
27 |
+
"22": "ct_landmark_resawn_shake_sun",
|
28 |
+
"23": "ct_landmark_w_wood_shade",
|
29 |
+
"24": "ct_landmark_w_wood_sun",
|
30 |
+
"25": "cteed_landmark_burnt_sienna_sun",
|
31 |
+
"26": "gaf_hdz_w_wood_shade",
|
32 |
+
"27": "gaf_hdz_w_wood_sun",
|
33 |
+
"28": "iko_cambridge_dual_black_shade",
|
34 |
+
"29": "iko_cambridge_dual_black_sun",
|
35 |
+
"3": "ct_landmark_cobblestone_gray_shade",
|
36 |
+
"30": "iko_dynasty_granite_black_shade",
|
37 |
+
"31": "iko_dynasty_granite_black_sun",
|
38 |
+
"32": "tamko_heritage_autumn_brown_sun",
|
39 |
+
"33": "tamko_heritage_autumn_brownshade",
|
40 |
+
"34": "tamko_heritage_old_english_pewter_shade",
|
41 |
+
"35": "tamko_heritage_old_english_pewter_sun",
|
42 |
+
"36": "tamko_rustic_black_sun",
|
43 |
+
"37": "tamko_titan_xt_black_walnut_shade",
|
44 |
+
"38": "tamko_titan_xt_black_walnut_sun",
|
45 |
+
"39": "tamko_titan_xt_desert_sand_shade",
|
46 |
+
"4": "ct_landmark_cobblestone_gray_sun",
|
47 |
+
"40": "tamko_titan_xt_desert_sand_sun",
|
48 |
+
"41": "tamko_titan_xt_harvest_gold_shade",
|
49 |
+
"42": "tamko_titan_xt_harvest_gold_sun",
|
50 |
+
"43": "tamko_titan_xt_mountain_slate_shade",
|
51 |
+
"44": "tamko_titan_xt_mountain_slate_sun",
|
52 |
+
"45": "tamko_titan_xt_natural_timber_shade",
|
53 |
+
"46": "tamko_titan_xt_natural_timber_sun",
|
54 |
+
"47": "tamko_titan_xt_oxford_grey_shade",
|
55 |
+
"48": "tamko_titan_xt_oxford_grey_sun",
|
56 |
+
"49": "tamko_titan_xt_painted_desert_shade",
|
57 |
+
"5": "ct_landmark_colonial_slate_shade",
|
58 |
+
"50": "tamko_titan_xt_painted_desert_sun",
|
59 |
+
"51": "tamko_titan_xt_rustic_brown_shade",
|
60 |
+
"52": "tamko_titan_xt_rustic_brown_sun",
|
61 |
+
"53": "tamko_titan_xt_rustic_cedar_shade",
|
62 |
+
"54": "tamko_titan_xt_rustic_cedar_sun",
|
63 |
+
"55": "tamko_titan_xt_rustic_evergreen_shade",
|
64 |
+
"56": "tamko_titan_xt_rustic_evergreen_sun",
|
65 |
+
"57": "tamko_titan_xt_rustic_hickory_shade",
|
66 |
+
"58": "tamko_titan_xt_rustic_hickory_sun",
|
67 |
+
"59": "tamko_titan_xt_rustic_redwood_shade",
|
68 |
+
"6": "ct_landmark_colonial_slate_sun",
|
69 |
+
"60": "tamko_titan_xt_rustic_redwood_sun",
|
70 |
+
"61": "tamko_titan_xt_rustic_slate_shade",
|
71 |
+
"62": "tamko_titan_xt_rustic_slate_sun",
|
72 |
+
"63": "tamko_titan_xt_thunderstorm_grey_shade",
|
73 |
+
"64": "tamko_titan_xt_thunderstorm_grey_sun",
|
74 |
+
"65": "tamko_w_wood_shade",
|
75 |
+
"66": "tamko_w_wood_sun",
|
76 |
+
"7": "ct_landmark_driftwood_shade",
|
77 |
+
"8": "ct_landmark_driftwood_sun",
|
78 |
+
"9": "ct_landmark_georgetown_gray_shade"
|
79 |
+
},
|
80 |
+
"image_size": 384,
|
81 |
+
"initializer_range": 0.02,
|
82 |
+
"intermediate_size": 3072,
|
83 |
+
"label2id": {
|
84 |
+
"ct_landmark_birchwood_shade": "0",
|
85 |
+
"ct_landmark_birchwood_sun": "1",
|
86 |
+
"ct_landmark_burnt_sienna_shade": "2",
|
87 |
+
"ct_landmark_cobblestone_gray_shade": "3",
|
88 |
+
"ct_landmark_cobblestone_gray_sun": "4",
|
89 |
+
"ct_landmark_colonial_slate_shade": "5",
|
90 |
+
"ct_landmark_colonial_slate_sun": "6",
|
91 |
+
"ct_landmark_driftwood_shade": "7",
|
92 |
+
"ct_landmark_driftwood_sun": "8",
|
93 |
+
"ct_landmark_georgetown_gray_shade": "9",
|
94 |
+
"ct_landmark_georgetown_gray_sun": "10",
|
95 |
+
"ct_landmark_heather_blend_shade": "11",
|
96 |
+
"ct_landmark_heather_blend_sun": "12",
|
97 |
+
"ct_landmark_hunter_green_shade": "13",
|
98 |
+
"ct_landmark_hunter_green_sun": "14",
|
99 |
+
"ct_landmark_max_def_coastal_blue_shade": "15",
|
100 |
+
"ct_landmark_max_def_coastal_blue_sun": "16",
|
101 |
+
"ct_landmark_moire_black_shade": "17",
|
102 |
+
"ct_landmark_moire_black_sun": "18",
|
103 |
+
"ct_landmark_pewter_shade": "19",
|
104 |
+
"ct_landmark_pewter_sun": "20",
|
105 |
+
"ct_landmark_resawn_shake_shade": "21",
|
106 |
+
"ct_landmark_resawn_shake_sun": "22",
|
107 |
+
"ct_landmark_w_wood_shade": "23",
|
108 |
+
"ct_landmark_w_wood_sun": "24",
|
109 |
+
"cteed_landmark_burnt_sienna_sun": "25",
|
110 |
+
"gaf_hdz_w_wood_shade": "26",
|
111 |
+
"gaf_hdz_w_wood_sun": "27",
|
112 |
+
"iko_cambridge_dual_black_shade": "28",
|
113 |
+
"iko_cambridge_dual_black_sun": "29",
|
114 |
+
"iko_dynasty_granite_black_shade": "30",
|
115 |
+
"iko_dynasty_granite_black_sun": "31",
|
116 |
+
"tamko_heritage_autumn_brown_sun": "32",
|
117 |
+
"tamko_heritage_autumn_brownshade": "33",
|
118 |
+
"tamko_heritage_old_english_pewter_shade": "34",
|
119 |
+
"tamko_heritage_old_english_pewter_sun": "35",
|
120 |
+
"tamko_rustic_black_sun": "36",
|
121 |
+
"tamko_titan_xt_black_walnut_shade": "37",
|
122 |
+
"tamko_titan_xt_black_walnut_sun": "38",
|
123 |
+
"tamko_titan_xt_desert_sand_shade": "39",
|
124 |
+
"tamko_titan_xt_desert_sand_sun": "40",
|
125 |
+
"tamko_titan_xt_harvest_gold_shade": "41",
|
126 |
+
"tamko_titan_xt_harvest_gold_sun": "42",
|
127 |
+
"tamko_titan_xt_mountain_slate_shade": "43",
|
128 |
+
"tamko_titan_xt_mountain_slate_sun": "44",
|
129 |
+
"tamko_titan_xt_natural_timber_shade": "45",
|
130 |
+
"tamko_titan_xt_natural_timber_sun": "46",
|
131 |
+
"tamko_titan_xt_oxford_grey_shade": "47",
|
132 |
+
"tamko_titan_xt_oxford_grey_sun": "48",
|
133 |
+
"tamko_titan_xt_painted_desert_shade": "49",
|
134 |
+
"tamko_titan_xt_painted_desert_sun": "50",
|
135 |
+
"tamko_titan_xt_rustic_brown_shade": "51",
|
136 |
+
"tamko_titan_xt_rustic_brown_sun": "52",
|
137 |
+
"tamko_titan_xt_rustic_cedar_shade": "53",
|
138 |
+
"tamko_titan_xt_rustic_cedar_sun": "54",
|
139 |
+
"tamko_titan_xt_rustic_evergreen_shade": "55",
|
140 |
+
"tamko_titan_xt_rustic_evergreen_sun": "56",
|
141 |
+
"tamko_titan_xt_rustic_hickory_shade": "57",
|
142 |
+
"tamko_titan_xt_rustic_hickory_sun": "58",
|
143 |
+
"tamko_titan_xt_rustic_redwood_shade": "59",
|
144 |
+
"tamko_titan_xt_rustic_redwood_sun": "60",
|
145 |
+
"tamko_titan_xt_rustic_slate_shade": "61",
|
146 |
+
"tamko_titan_xt_rustic_slate_sun": "62",
|
147 |
+
"tamko_titan_xt_thunderstorm_grey_shade": "63",
|
148 |
+
"tamko_titan_xt_thunderstorm_grey_sun": "64",
|
149 |
+
"tamko_w_wood_shade": "65",
|
150 |
+
"tamko_w_wood_sun": "66"
|
151 |
+
},
|
152 |
+
"layer_norm_eps": 1e-12,
|
153 |
+
"model_type": "vit",
|
154 |
+
"num_attention_heads": 12,
|
155 |
+
"num_channels": 3,
|
156 |
+
"num_hidden_layers": 12,
|
157 |
+
"patch_size": 32,
|
158 |
+
"qkv_bias": true,
|
159 |
+
"transformers_version": "4.38.2"
|
160 |
+
}
|
preprocessor_config.json
ADDED
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"do_normalize": true,
|
3 |
+
"do_rescale": true,
|
4 |
+
"do_resize": true,
|
5 |
+
"image_mean": [
|
6 |
+
0.5,
|
7 |
+
0.5,
|
8 |
+
0.5
|
9 |
+
],
|
10 |
+
"image_processor_type": "ViTImageProcessor",
|
11 |
+
"image_std": [
|
12 |
+
0.5,
|
13 |
+
0.5,
|
14 |
+
0.5
|
15 |
+
],
|
16 |
+
"resample": 2,
|
17 |
+
"rescale_factor": 0.00392156862745098,
|
18 |
+
"size": {
|
19 |
+
"height": 384,
|
20 |
+
"width": 384
|
21 |
+
}
|
22 |
+
}
|
tf_model.h5
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:590af95242dcffba4b52a4ab05c408f3ef481f9dd8371fa7313a4090f0a7d371
|
3 |
+
size 350587576
|