t1msan
/

swin-base-patch4-window7-224-in22k-Kontur-competition-1.3K

Image Classification

Generated from Trainer

Inference Endpoints

Model card Files Files and versions Metrics Training metrics Community

t1msan commited on Apr 18

Commit

71bf354

•

1 Parent(s): 8655341

Model save

Files changed (2) hide show

README.md +12 -7
model.safetensors +1 -1

README.md CHANGED Viewed

@@ -17,7 +17,7 @@ should probably proofread and complete it, then remove this comment. -->
 This model is a fine-tuned version of [microsoft/swin-base-patch4-window7-224-in22k](https://huggingface.co/microsoft/swin-base-patch4-window7-224-in22k) on the imagefolder dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.0865
 ## Model description
@@ -45,17 +45,22 @@ 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
 ### Training results
 | Training Loss | Epoch | Step | Validation Loss |
 |:-------------:|:-----:|:----:|:---------------:|
-| No log        | 0.96  | 6    | 0.3283          |
-| 0.4531        | 1.92  | 12   | 0.0809          |
-| 0.4531        | 2.88  | 18   | 0.0301          |
-| 0.069         | 4.0   | 25   | 0.1202          |
-| 0.0364        | 4.8   | 30   | 0.0865          |
 ### Framework versions

 This model is a fine-tuned version of [microsoft/swin-base-patch4-window7-224-in22k](https://huggingface.co/microsoft/swin-base-patch4-window7-224-in22k) on the imagefolder dataset.
 It achieves the following results on the evaluation set:
+- Loss: 0.0115
 ## Model description
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - lr_scheduler_warmup_ratio: 0.1
+- num_epochs: 10
 ### Training results
 | Training Loss | Epoch | Step | Validation Loss |
 |:-------------:|:-----:|:----:|:---------------:|
+| No log        | 0.96  | 6    | 0.4819          |
+| 0.5639        | 1.92  | 12   | 0.2242          |
+| 0.5639        | 2.88  | 18   | 0.0641          |
+| 0.1359        | 4.0   | 25   | 0.0782          |
+| 0.031         | 4.96  | 31   | 0.0250          |
+| 0.031         | 5.92  | 37   | 0.0173          |
+| 0.0221        | 6.88  | 43   | 0.0119          |
+| 0.0144        | 8.0   | 50   | 0.0163          |
+| 0.0144        | 8.96  | 56   | 0.0104          |
+| 0.0144        | 9.6   | 60   | 0.0115          |
 ### Framework versions

model.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9c3026bef655d3590e60618b41a58339d73f8b1d309e5011b5dc222b183f23eb
 size 347498816

 version https://git-lfs.github.com/spec/v1
+oid sha256:c1d214f1bdaedbcd1c76986a51de5bdcde2b85ba4fae4f48da826a4febeab2a0
 size 347498816