Commit
·
8393ea9
1
Parent(s):
89c1af9
Update README.md
Browse files
README.md
CHANGED
|
@@ -47,6 +47,33 @@ plt.imshow(pred_seg)
|
|
| 47 |
|
| 48 |
Labels: 0: "Background", 1: "Hat", 2: "Hair", 3: "Sunglasses", 4: "Upper-clothes", 5: "Skirt", 6: "Pants", 7: "Dress", 8: "Belt", 9: "Left-shoe", 10: "Right-shoe", 11: "Face", 12: "Left-leg", 13: "Right-leg", 14: "Left-arm", 15: "Right-arm", 16: "Bag", 17: "Scarf"
|
| 49 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 50 |
|
| 51 |
### License
|
| 52 |
|
|
|
|
| 47 |
|
| 48 |
Labels: 0: "Background", 1: "Hat", 2: "Hair", 3: "Sunglasses", 4: "Upper-clothes", 5: "Skirt", 6: "Pants", 7: "Dress", 8: "Belt", 9: "Left-shoe", 10: "Right-shoe", 11: "Face", 12: "Left-leg", 13: "Right-leg", 14: "Left-arm", 15: "Right-arm", 16: "Bag", 17: "Scarf"
|
| 49 |
|
| 50 |
+
### Evaluation
|
| 51 |
+
|
| 52 |
+
| Label Index | Label Name | Category Accuracy | Category IoU |
|
| 53 |
+
|:-------------:|:----------------:|:-----------------:|:------------:|
|
| 54 |
+
| 0 | Background | 0.99 | 0.99 |
|
| 55 |
+
| 1 | Hat | 0.73 | 0.68 |
|
| 56 |
+
| 2 | Hair | 0.91 | 0.82 |
|
| 57 |
+
| 3 | Sunglasses | 0.73 | 0.63 |
|
| 58 |
+
| 4 | Upper-clothes | 0.87 | 0.78 |
|
| 59 |
+
| 5 | Skirt | 0.76 | 0.65 |
|
| 60 |
+
| 6 | Pants | 0.90 | 0.84 |
|
| 61 |
+
| 7 | Dress | 0.74 | 0.55 |
|
| 62 |
+
| 8 | Belt | 0.35 | 0.30 |
|
| 63 |
+
| 9 | Left-shoe | 0.74 | 0.58 |
|
| 64 |
+
| 10 | Right-shoe | 0.75 | 0.60 |
|
| 65 |
+
| 11 | Face | 0.92 | 0.85 |
|
| 66 |
+
| 12 | Left-leg | 0.90 | 0.82 |
|
| 67 |
+
| 13 | Right-leg | 0.90 | 0.81 |
|
| 68 |
+
| 14 | Left-arm | 0.86 | 0.74 |
|
| 69 |
+
| 15 | Right-arm | 0.82 | 0.73 |
|
| 70 |
+
| 16 | Bag | 0.91 | 0.84 |
|
| 71 |
+
| 17 | Scarf | 0.63 | 0.29 |
|
| 72 |
+
|
| 73 |
+
Overall Evaluation Metrics:
|
| 74 |
+
- Evaluation Loss: 0.15
|
| 75 |
+
- Mean Accuracy: 0.80
|
| 76 |
+
- Mean IoU: 0.69
|
| 77 |
|
| 78 |
### License
|
| 79 |
|