Model save
Browse files- README.md +25 -7
- 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: []
|
|
@@ -16,13 +18,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 16 |
|
| 17 |
This model is a fine-tuned version of [microsoft/resnet-50](https://huggingface.co/microsoft/resnet-50) on an unknown dataset.
|
| 18 |
It achieves the following results on the evaluation set:
|
| 19 |
-
-
|
| 20 |
-
-
|
| 21 |
-
- eval_loss: 0.9262
|
| 22 |
-
- eval_runtime: 13.2928
|
| 23 |
-
- eval_samples_per_second: 25.277
|
| 24 |
-
- eval_steps_per_second: 0.451
|
| 25 |
-
- step: 1500
|
| 26 |
|
| 27 |
## Model description
|
| 28 |
|
|
@@ -50,6 +47,27 @@ The following hyperparameters were used during training:
|
|
| 50 |
- lr_scheduler_warmup_ratio: 0.1
|
| 51 |
- num_epochs: 15
|
| 52 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 53 |
### Framework versions
|
| 54 |
|
| 55 |
- 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: []
|
|
|
|
| 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: 0.8547
|
| 22 |
+
- Accuracy: 0.7202
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 23 |
|
| 24 |
## Model description
|
| 25 |
|
|
|
|
| 47 |
- lr_scheduler_warmup_ratio: 0.1
|
| 48 |
- num_epochs: 15
|
| 49 |
|
| 50 |
+
### Training results
|
| 51 |
+
|
| 52 |
+
| Training Loss | Epoch | Step | Accuracy | Validation Loss |
|
| 53 |
+
|:-------------:|:-----:|:----:|:--------:|:---------------:|
|
| 54 |
+
| 2.0458 | 1.0 | 125 | 0.4077 | 1.9620 |
|
| 55 |
+
| 1.8522 | 2.0 | 250 | 0.5298 | 1.7118 |
|
| 56 |
+
| 1.6181 | 3.0 | 375 | 0.5476 | 1.5115 |
|
| 57 |
+
| 1.4376 | 4.0 | 500 | 0.6042 | 1.3707 |
|
| 58 |
+
| 1.3093 | 5.0 | 625 | 0.6220 | 1.2792 |
|
| 59 |
+
| 1.2299 | 6.0 | 750 | 0.6369 | 1.2290 |
|
| 60 |
+
| 1.1881 | 7.0 | 875 | 0.6399 | 1.2191 |
|
| 61 |
+
| 1.1751 | 8.0 | 1000 | 0.6488 | 1.2102 |
|
| 62 |
+
| 1.1347 | 9.0 | 1125 | 0.6429 | 1.1266 |
|
| 63 |
+
| 1.0039 | 10.0 | 1250 | 0.6726 | 1.0349 |
|
| 64 |
+
| 0.907 | 11.0 | 1375 | 0.6935 | 0.9689 |
|
| 65 |
+
| 0.8387 | 12.0 | 1500 | 0.6905 | 0.9262 |
|
| 66 |
+
| 0.791 | 13.0 | 1625 | 0.8775 | 0.7143 |
|
| 67 |
+
| 0.7244 | 14.0 | 1750 | 0.8533 | 0.7113 |
|
| 68 |
+
| 0.691 | 15.0 | 1875 | 0.8547 | 0.7202 |
|
| 69 |
+
|
| 70 |
+
|
| 71 |
### Framework versions
|
| 72 |
|
| 73 |
- Transformers 4.48.3
|
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 sha256:69221b0c6c05d76fa272da6f15c5ecd58d3b844b2c522853fd2c1e7e4fd078fd
|
| 3 |
size 94352152
|