luciagil
/

Human-action-convnext

Image Classification

Generated from Trainer

Inference Endpoints

Model card Files Files and versions Metrics Training metrics Community

luciagil commited on Apr 6

Commit

10285cd

•

1 Parent(s): 3e15c41

Model save

Files changed (2) hide show

README.md +15 -6
model.safetensors +1 -1

README.md CHANGED Viewed

@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
 This model is a fine-tuned version of [facebook/convnext-tiny-224](https://huggingface.co/facebook/convnext-tiny-224) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.7181
-- Accuracy: 0.7917
 ## Model description
@@ -46,15 +46,24 @@ 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: 3
 ### Training results
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| 0.9287        | 0.99  | 78   | 0.8094          | 0.7726   |
-| 0.8263        | 1.99  | 157  | 0.7395          | 0.7877   |
-| 0.7472        | 2.97  | 234  | 0.7181          | 0.7917   |
 ### Framework versions

 This model is a fine-tuned version of [facebook/convnext-tiny-224](https://huggingface.co/facebook/convnext-tiny-224) on an unknown dataset.
 It achieves the following results on the evaluation set:
+- Loss: 0.5382
+- Accuracy: 0.8365
 ## 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: 12
 ### Training results
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 0.7559        | 0.99  | 78   | 0.6921          | 0.7940   |
+| 0.6605        | 1.99  | 157  | 0.6305          | 0.8163   |
+| 0.5673        | 3.0   | 236  | 0.5968          | 0.8179   |
+| 0.4815        | 4.0   | 315  | 0.5834          | 0.8167   |
+| 0.4497        | 4.99  | 393  | 0.5617          | 0.8294   |
+| 0.4009        | 5.99  | 472  | 0.5505          | 0.8298   |
+| 0.3469        | 7.0   | 551  | 0.5466          | 0.8333   |
+| 0.3096        | 8.0   | 630  | 0.5417          | 0.8361   |
+| 0.3083        | 8.99  | 708  | 0.5450          | 0.8313   |
+| 0.333         | 9.99  | 787  | 0.5417          | 0.8345   |
+| 0.2979        | 11.0  | 866  | 0.5386          | 0.8377   |
+| 0.2469        | 11.89 | 936  | 0.5382          | 0.8365   |
 ### Framework versions

model.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e69d8433349a70518aab6616dcee29732b1bd560b66fc7e17d6aa15b69b1707c
 size 111347932

 version https://git-lfs.github.com/spec/v1
+oid sha256:1967841449a04ed94ac3329320ce62125014d86500b2e9d9ae664fc19604776d
 size 111347932