Model save

README.md

@@ -18,8 +18,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [microsoft/swin-tiny-patch4-window7-224](https://huggingface.co/microsoft/swin-tiny-patch4-window7-224) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 1.1935
-- Accuracy: 0.6306
+- Loss: 0.2446
+- Accuracy: 0.9291
 
 ## Model description
 
@@ -47,17 +47,47 @@ The following hyperparameters were used during training:
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - lr_scheduler_warmup_ratio: 0.1
-- num_epochs: 5
+- num_epochs: 35
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| 2.4881        | 1.0   | 19   | 2.0771          | 0.3433   |
-| 1.8506        | 2.0   | 38   | 1.6409          | 0.4627   |
-| 1.5334        | 3.0   | 57   | 1.3730          | 0.5709   |
-| 1.3096        | 4.0   | 76   | 1.2281          | 0.6045   |
-| 1.2162        | 5.0   | 95   | 1.1935          | 0.6306   |
+| 2.6739        | 1.0   | 19   | 2.4239          | 0.1978   |
+| 2.2793        | 2.0   | 38   | 2.1011          | 0.3619   |
+| 1.9273        | 3.0   | 57   | 1.6876          | 0.4963   |
+| 1.5549        | 4.0   | 76   | 1.3626          | 0.5709   |
+| 1.2386        | 5.0   | 95   | 1.1268          | 0.6269   |
+| 1.1004        | 6.0   | 114  | 0.9445          | 0.7015   |
+| 0.9008        | 7.0   | 133  | 0.8701          | 0.7313   |
+| 0.8023        | 8.0   | 152  | 0.7917          | 0.7425   |
+| 0.6566        | 9.0   | 171  | 0.6990          | 0.7612   |
+| 0.6691        | 10.0  | 190  | 0.6204          | 0.7985   |
+| 0.5605        | 11.0  | 209  | 0.5511          | 0.8321   |
+| 0.5472        | 12.0  | 228  | 0.4945          | 0.8358   |
+| 0.5098        | 13.0  | 247  | 0.4302          | 0.8619   |
+| 0.4362        | 14.0  | 266  | 0.4027          | 0.8843   |
+| 0.416         | 15.0  | 285  | 0.3956          | 0.8657   |
+| 0.4095        | 16.0  | 304  | 0.3605          | 0.8881   |
+| 0.3577        | 17.0  | 323  | 0.3339          | 0.8918   |
+| 0.3624        | 18.0  | 342  | 0.3883          | 0.8694   |
+| 0.304         | 19.0  | 361  | 0.3496          | 0.8769   |
+| 0.2784        | 20.0  | 380  | 0.3275          | 0.8806   |
+| 0.2763        | 21.0  | 399  | 0.3721          | 0.8806   |
+| 0.2824        | 22.0  | 418  | 0.3156          | 0.8955   |
+| 0.2453        | 23.0  | 437  | 0.3155          | 0.8843   |
+| 0.2438        | 24.0  | 456  | 0.2928          | 0.9030   |
+| 0.2285        | 25.0  | 475  | 0.2667          | 0.9216   |
+| 0.2478        | 26.0  | 494  | 0.2816          | 0.9142   |
+| 0.2242        | 27.0  | 513  | 0.2768          | 0.8993   |
+| 0.2           | 28.0  | 532  | 0.2815          | 0.9142   |
+| 0.2076        | 29.0  | 551  | 0.2443          | 0.9216   |
+| 0.1978        | 30.0  | 570  | 0.2381          | 0.9216   |
+| 0.1821        | 31.0  | 589  | 0.2563          | 0.9216   |
+| 0.1786        | 32.0  | 608  | 0.2449          | 0.9254   |
+| 0.1809        | 33.0  | 627  | 0.2385          | 0.9328   |
+| 0.1812        | 34.0  | 646  | 0.2448          | 0.9291   |
+| 0.1688        | 35.0  | 665  | 0.2446          | 0.9291   |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:cd5b4e5e57c253aca85b2e4b18e3961e238607eeb8762c5ab3a2d9c4504edf35
+oid sha256:03b143c29dbcc415344fcf3d6ee50d2d28076f7691d97355285c58519f71efbf
 size 110379752