Model save
Browse files
README.md
CHANGED
|
@@ -3,6 +3,11 @@ library_name: transformers
|
|
| 3 |
base_model: nguyenkhoa/dinov2_Liveness_detection_v2.1.1
|
| 4 |
tags:
|
| 5 |
- generated_from_trainer
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 6 |
model-index:
|
| 7 |
- name: dinov2_Liveness_detection_v2.1.2
|
| 8 |
results: []
|
|
@@ -15,6 +20,12 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 15 |
# dinov2_Liveness_detection_v2.1.2
|
| 16 |
|
| 17 |
This model is a fine-tuned version of [nguyenkhoa/dinov2_Liveness_detection_v2.1.1](https://huggingface.co/nguyenkhoa/dinov2_Liveness_detection_v2.1.1) on an unknown dataset.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 18 |
|
| 19 |
## Model description
|
| 20 |
|
|
@@ -42,6 +53,20 @@ The following hyperparameters were used during training:
|
|
| 42 |
- num_epochs: 5
|
| 43 |
- mixed_precision_training: Native AMP
|
| 44 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 45 |
### Framework versions
|
| 46 |
|
| 47 |
- Transformers 4.47.0
|
|
|
|
| 3 |
base_model: nguyenkhoa/dinov2_Liveness_detection_v2.1.1
|
| 4 |
tags:
|
| 5 |
- generated_from_trainer
|
| 6 |
+
metrics:
|
| 7 |
+
- accuracy
|
| 8 |
+
- f1
|
| 9 |
+
- recall
|
| 10 |
+
- precision
|
| 11 |
model-index:
|
| 12 |
- name: dinov2_Liveness_detection_v2.1.2
|
| 13 |
results: []
|
|
|
|
| 20 |
# dinov2_Liveness_detection_v2.1.2
|
| 21 |
|
| 22 |
This model is a fine-tuned version of [nguyenkhoa/dinov2_Liveness_detection_v2.1.1](https://huggingface.co/nguyenkhoa/dinov2_Liveness_detection_v2.1.1) on an unknown dataset.
|
| 23 |
+
It achieves the following results on the evaluation set:
|
| 24 |
+
- Loss: 0.0303
|
| 25 |
+
- Accuracy: 0.9936
|
| 26 |
+
- F1: 0.9936
|
| 27 |
+
- Recall: 0.9936
|
| 28 |
+
- Precision: 0.9936
|
| 29 |
|
| 30 |
## Model description
|
| 31 |
|
|
|
|
| 53 |
- num_epochs: 5
|
| 54 |
- mixed_precision_training: Native AMP
|
| 55 |
|
| 56 |
+
### Training results
|
| 57 |
+
|
| 58 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Recall | Precision |
|
| 59 |
+
|:-------------:|:------:|:----:|:---------------:|:--------:|:------:|:------:|:---------:|
|
| 60 |
+
| 0.0746 | 0.6095 | 64 | 0.0390 | 0.9852 | 0.9852 | 0.9852 | 0.9855 |
|
| 61 |
+
| 0.034 | 1.2190 | 128 | 0.0360 | 0.9871 | 0.9872 | 0.9871 | 0.9872 |
|
| 62 |
+
| 0.0201 | 1.8286 | 192 | 0.0303 | 0.9899 | 0.9899 | 0.9899 | 0.9898 |
|
| 63 |
+
| 0.0129 | 2.4381 | 256 | 0.0263 | 0.9912 | 0.9912 | 0.9912 | 0.9913 |
|
| 64 |
+
| 0.0105 | 3.0476 | 320 | 0.0232 | 0.9936 | 0.9935 | 0.9936 | 0.9936 |
|
| 65 |
+
| 0.0049 | 3.6571 | 384 | 0.0356 | 0.9913 | 0.9913 | 0.9913 | 0.9914 |
|
| 66 |
+
| 0.0035 | 4.2667 | 448 | 0.0281 | 0.9933 | 0.9933 | 0.9933 | 0.9933 |
|
| 67 |
+
| 0.0015 | 4.8762 | 512 | 0.0303 | 0.9936 | 0.9936 | 0.9936 | 0.9936 |
|
| 68 |
+
|
| 69 |
+
|
| 70 |
### Framework versions
|
| 71 |
|
| 72 |
- Transformers 4.47.0
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 88257824
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:66585ad2be99391308cfcd2d9048c17132432fc9f50670bc3ab710bc95c94b00
|
| 3 |
size 88257824
|
runs/Jan16_03-00-47_23f5b0d8d9f6/events.out.tfevents.1736996450.23f5b0d8d9f6.19.0
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:26fc21ba9d45d054a70dd31423a872f03a5b00d8251857c63b2e8fd5e97a1e1b
|
| 3 |
+
size 11379
|