Commit
·
168c735
1
Parent(s):
dfd8113
update model card README.md
Browse files
README.md
CHANGED
|
@@ -15,6 +15,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 15 |
# detr-r101-cd45rb-8ah-12l
|
| 16 |
|
| 17 |
This model is a fine-tuned version of [facebook/detr-resnet-101](https://huggingface.co/facebook/detr-resnet-101) on the cd45rb_nan_xywh dataset.
|
|
|
|
|
|
|
| 18 |
|
| 19 |
## Model description
|
| 20 |
|
|
@@ -42,6 +44,37 @@ The following hyperparameters were used during training:
|
|
| 42 |
- num_epochs: 25
|
| 43 |
- mixed_precision_training: Native AMP
|
| 44 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 45 |
### Framework versions
|
| 46 |
|
| 47 |
- Transformers 4.28.0
|
|
|
|
| 15 |
# detr-r101-cd45rb-8ah-12l
|
| 16 |
|
| 17 |
This model is a fine-tuned version of [facebook/detr-resnet-101](https://huggingface.co/facebook/detr-resnet-101) on the cd45rb_nan_xywh dataset.
|
| 18 |
+
It achieves the following results on the evaluation set:
|
| 19 |
+
- Loss: 1.6447
|
| 20 |
|
| 21 |
## Model description
|
| 22 |
|
|
|
|
| 44 |
- num_epochs: 25
|
| 45 |
- mixed_precision_training: Native AMP
|
| 46 |
|
| 47 |
+
### Training results
|
| 48 |
+
|
| 49 |
+
| Training Loss | Epoch | Step | Validation Loss |
|
| 50 |
+
|:-------------:|:-----:|:------:|:---------------:|
|
| 51 |
+
| 3.0401 | 1.0 | 4606 | 2.1637 |
|
| 52 |
+
| 2.7151 | 2.0 | 9212 | 2.0666 |
|
| 53 |
+
| 2.6021 | 3.0 | 13818 | 1.9868 |
|
| 54 |
+
| 2.5221 | 4.0 | 18424 | 1.8958 |
|
| 55 |
+
| 2.4541 | 5.0 | 23030 | 1.8810 |
|
| 56 |
+
| 2.4155 | 6.0 | 27636 | 1.8369 |
|
| 57 |
+
| 2.3531 | 7.0 | 32242 | 1.8040 |
|
| 58 |
+
| 2.31 | 8.0 | 36848 | 1.7979 |
|
| 59 |
+
| 2.2841 | 9.0 | 41454 | 1.7521 |
|
| 60 |
+
| 2.2555 | 10.0 | 46060 | 1.7243 |
|
| 61 |
+
| 2.3388 | 11.0 | 50666 | 1.8520 |
|
| 62 |
+
| 2.3523 | 12.0 | 55272 | 1.8499 |
|
| 63 |
+
| 2.3515 | 13.0 | 59878 | 1.7635 |
|
| 64 |
+
| 2.3236 | 14.0 | 64484 | 1.7787 |
|
| 65 |
+
| 2.2676 | 15.0 | 69090 | 1.7518 |
|
| 66 |
+
| 2.2787 | 16.0 | 73696 | 1.7879 |
|
| 67 |
+
| 2.2523 | 17.0 | 78302 | 1.7303 |
|
| 68 |
+
| 2.2357 | 18.0 | 82908 | 1.7361 |
|
| 69 |
+
| 2.2068 | 19.0 | 87514 | 1.6916 |
|
| 70 |
+
| 2.1972 | 20.0 | 92120 | 1.6941 |
|
| 71 |
+
| 2.1856 | 21.0 | 96726 | 1.6824 |
|
| 72 |
+
| 2.1611 | 22.0 | 101332 | 1.6711 |
|
| 73 |
+
| 2.1419 | 23.0 | 105938 | 1.6535 |
|
| 74 |
+
| 2.1412 | 24.0 | 110544 | 1.6602 |
|
| 75 |
+
| 2.1285 | 25.0 | 115150 | 1.6447 |
|
| 76 |
+
|
| 77 |
+
|
| 78 |
### Framework versions
|
| 79 |
|
| 80 |
- Transformers 4.28.0
|