Commit
•
f58cc92
1
Parent(s):
f68b056
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,4 +1,27 @@
|
|
| 1 |
---
|
| 2 |
datasets:
|
| 3 |
-
-
|
| 4 |
-
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
datasets:
|
| 3 |
+
- pierreguillou/DocLayNet-large
|
| 4 |
+
---
|
| 5 |
+
|
| 6 |
+
Ultralytics YOLOv8 nano trained on DocLayNet-large. Training hyperparameters can be found on the args.yaml file.
|
| 7 |
+
|
| 8 |
+
### Val
|
| 9 |
+
|
| 10 |
+
| Metric | Value |
|
| 11 |
+
| --- | --- |
|
| 12 |
+
| box_loss | 0.74732 |
|
| 13 |
+
| cls_loss | 0.52909 |
|
| 14 |
+
| dfl_loss | 0.81974 |
|
| 15 |
+
| precision(B) | 0.87111 |
|
| 16 |
+
| recall(B) | 0.81897 |
|
| 17 |
+
| mAP50(B) | 0.89472 |
|
| 18 |
+
| mAP50-95(B) | 0.6866 |
|
| 19 |
+
|
| 20 |
+
### Test
|
| 21 |
+
|
| 22 |
+
| Metric | Value |
|
| 23 |
+
| --- | --- |
|
| 24 |
+
| Precision | 0.851 |
|
| 25 |
+
| Recall | 0.798 |
|
| 26 |
+
| mAP50 | 0.879 |
|
| 27 |
+
| mAP50-95 | 0.712 |
|