Thalirajesh
commited on
Commit
•
fb5d31d
1
Parent(s):
de011c2
Update README.md
Browse files
README.md
CHANGED
@@ -37,8 +37,22 @@ The following hyperparameters were used during training:
|
|
37 |
- lr_scheduler_type: linear
|
38 |
- num_epochs: 50
|
39 |
|
40 |
-
###
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
41 |
|
|
|
42 |
|
43 |
![image/png](https://cdn-uploads.huggingface.co/production/uploads/64fec5de57ccb8f1bdfbec54/nRUHIJAj52l3wxMTJARka.png)
|
44 |
|
@@ -86,6 +100,7 @@ The following hyperparameters were used during training:
|
|
86 |
| 0.8089 | 50.0 | 800 | 0.8852 | 0.2994 | 0.3923 | 0.7774 |
|
87 |
|
88 |
|
|
|
89 |
### Framework versions
|
90 |
|
91 |
- Transformers 4.38.1
|
|
|
37 |
- lr_scheduler_type: linear
|
38 |
- num_epochs: 50
|
39 |
|
40 |
+
### Evaluation Results
|
41 |
+
{'mean_iou': 0.27989828118195953,
|
42 |
+
'mean_accuracy': 0.3712316062110093,
|
43 |
+
'overall_accuracy': 0.7671712239583334,
|
44 |
+
'per_category_iou': array([ nan, 0.8560476 , 0.32234631, 0.76880948, 0.57517691,
|
45 |
+
0.43877125, 0.00114888, 0.14091442, 0.51807365, 0.76964765,
|
46 |
+
0.27391949, 0. , 0. , 0. , 0. ,
|
47 |
+
0.05778175, 0. , 0.45566807, 0. , 0.25864545,
|
48 |
+
0.48767764, 0. , 0.23313364, nan]),
|
49 |
+
'per_category_accuracy': array([ nan, 0.96170675, 0.43993514, 0.86977593, 0.8149788 ,
|
50 |
+
0.49739671, 0.00114987, 0.14445379, 0.80978302, 0.88661108,
|
51 |
+
0.46787116, 0. , 0. , 0. , 0. ,
|
52 |
+
0.05947339, 0. , 0.55639324, 0. , 0.38358184,
|
53 |
+
0.761303 , 0. , 0.51268161, nan])}
|
54 |
|
55 |
+
### Training results
|
56 |
|
57 |
![image/png](https://cdn-uploads.huggingface.co/production/uploads/64fec5de57ccb8f1bdfbec54/nRUHIJAj52l3wxMTJARka.png)
|
58 |
|
|
|
100 |
| 0.8089 | 50.0 | 800 | 0.8852 | 0.2994 | 0.3923 | 0.7774 |
|
101 |
|
102 |
|
103 |
+
|
104 |
### Framework versions
|
105 |
|
106 |
- Transformers 4.38.1
|