Model save
Browse files- README.md +26 -0
- logs/events.out.tfevents.1740284504.a837d8c25e39.930.0 +2 -2
- model.safetensors +1 -1
README.md
CHANGED
|
@@ -4,6 +4,8 @@ license: apache-2.0
|
|
| 4 |
base_model: microsoft/resnet-50
|
| 5 |
tags:
|
| 6 |
- generated_from_trainer
|
|
|
|
|
|
|
| 7 |
model-index:
|
| 8 |
- name: resnet-50_rice-leaf-disease-augmented-v2_fft
|
| 9 |
results: []
|
|
@@ -15,6 +17,9 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 15 |
# resnet-50_rice-leaf-disease-augmented-v2_fft
|
| 16 |
|
| 17 |
This model is a fine-tuned version of [microsoft/resnet-50](https://huggingface.co/microsoft/resnet-50) on an unknown dataset.
|
|
|
|
|
|
|
|
|
|
| 18 |
|
| 19 |
## Model description
|
| 20 |
|
|
@@ -43,6 +48,27 @@ The following hyperparameters were used during training:
|
|
| 43 |
- num_epochs: 15
|
| 44 |
- mixed_precision_training: Native AMP
|
| 45 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 46 |
### Framework versions
|
| 47 |
|
| 48 |
- Transformers 4.48.3
|
|
|
|
| 4 |
base_model: microsoft/resnet-50
|
| 5 |
tags:
|
| 6 |
- generated_from_trainer
|
| 7 |
+
metrics:
|
| 8 |
+
- accuracy
|
| 9 |
model-index:
|
| 10 |
- name: resnet-50_rice-leaf-disease-augmented-v2_fft
|
| 11 |
results: []
|
|
|
|
| 17 |
# resnet-50_rice-leaf-disease-augmented-v2_fft
|
| 18 |
|
| 19 |
This model is a fine-tuned version of [microsoft/resnet-50](https://huggingface.co/microsoft/resnet-50) on an unknown dataset.
|
| 20 |
+
It achieves the following results on the evaluation set:
|
| 21 |
+
- Loss: 1.1313
|
| 22 |
+
- Accuracy: 0.6726
|
| 23 |
|
| 24 |
## Model description
|
| 25 |
|
|
|
|
| 48 |
- num_epochs: 15
|
| 49 |
- mixed_precision_training: Native AMP
|
| 50 |
|
| 51 |
+
### Training results
|
| 52 |
+
|
| 53 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
| 54 |
+
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
| 55 |
+
| 2.0639 | 1.0 | 125 | 2.0235 | 0.3393 |
|
| 56 |
+
| 1.9838 | 2.0 | 250 | 1.9041 | 0.4911 |
|
| 57 |
+
| 1.8621 | 3.0 | 375 | 1.7795 | 0.5238 |
|
| 58 |
+
| 1.7579 | 4.0 | 500 | 1.6965 | 0.5446 |
|
| 59 |
+
| 1.6945 | 5.0 | 625 | 1.6616 | 0.5625 |
|
| 60 |
+
| 1.6741 | 6.0 | 750 | 1.6497 | 0.5565 |
|
| 61 |
+
| 1.6042 | 7.0 | 875 | 1.5223 | 0.5685 |
|
| 62 |
+
| 1.4807 | 8.0 | 1000 | 1.4272 | 0.5893 |
|
| 63 |
+
| 1.3988 | 9.0 | 1125 | 1.3771 | 0.6101 |
|
| 64 |
+
| 1.3575 | 10.0 | 1250 | 1.3642 | 0.6071 |
|
| 65 |
+
| 1.3377 | 11.0 | 1375 | 1.3011 | 0.6220 |
|
| 66 |
+
| 1.2331 | 12.0 | 1500 | 1.2030 | 0.6548 |
|
| 67 |
+
| 1.1439 | 13.0 | 1625 | 1.1507 | 0.6577 |
|
| 68 |
+
| 1.0902 | 14.0 | 1750 | 1.1259 | 0.6548 |
|
| 69 |
+
| 1.0735 | 15.0 | 1875 | 1.1313 | 0.6726 |
|
| 70 |
+
|
| 71 |
+
|
| 72 |
### Framework versions
|
| 73 |
|
| 74 |
- Transformers 4.48.3
|
logs/events.out.tfevents.1740284504.a837d8c25e39.930.0
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 sha256:61d83beef1302231b4ca5ebf86ee049ea2ca6eb91c2000b274339ff736392d3e
|
| 3 |
+
size 14093
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 94352152
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:30b0474f32379ae9661cc4bada01583371f78fc7631a98ac51d74014f6920a32
|
| 3 |
size 94352152
|