juniorjukeko/img_class_beans

README.md

@@ -1,6 +1,6 @@
 ---
 license: apache-2.0
-base_model: google/vit-base-patch16-224-in21k
+base_model: juniorjukeko/img_class_beans
 tags:
 - generated_from_trainer
 datasets:
@@ -22,7 +22,7 @@ model-index:
     metrics:
     - name: Accuracy
       type: accuracy
-      value: 0.9498069498069498
+      value: 0.972972972972973
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -30,10 +30,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 # img_class_beans
 
-This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the beans dataset.
+This model is a fine-tuned version of [juniorjukeko/img_class_beans](https://huggingface.co/juniorjukeko/img_class_beans) on the beans dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.1818
-- Accuracy: 0.9498
+- Loss: 0.1220
+- Accuracy: 0.9730
 
 ## Model description
 
@@ -67,16 +67,16 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| 1.0147        | 0.98  | 12   | 0.8254          | 0.8494   |
-| 0.7452        | 1.96  | 24   | 0.4785          | 0.9266   |
-| 0.452         | 2.94  | 36   | 0.3032          | 0.9344   |
-| 0.2861        | 4.0   | 49   | 0.2146          | 0.9459   |
-| 0.155         | 4.98  | 61   | 0.1719          | 0.9575   |
-| 0.1318        | 5.96  | 73   | 0.1655          | 0.9730   |
-| 0.1311        | 6.94  | 85   | 0.1550          | 0.9691   |
-| 0.1163        | 8.0   | 98   | 0.1710          | 0.9459   |
-| 0.1006        | 8.98  | 110  | 0.1752          | 0.9459   |
-| 0.1045        | 9.8   | 120  | 0.1472          | 0.9614   |
+| 0.1122        | 0.98  | 12   | 0.1660          | 0.9575   |
+| 0.1356        | 1.96  | 24   | 0.1977          | 0.9421   |
+| 0.0889        | 2.94  | 36   | 0.1504          | 0.9421   |
+| 0.0793        | 4.0   | 49   | 0.1477          | 0.9575   |
+| 0.0578        | 4.98  | 61   | 0.1320          | 0.9653   |
+| 0.0514        | 5.96  | 73   | 0.1163          | 0.9730   |
+| 0.0592        | 6.94  | 85   | 0.1363          | 0.9653   |
+| 0.0532        | 8.0   | 98   | 0.1837          | 0.9382   |
+| 0.0555        | 8.98  | 110  | 0.1400          | 0.9614   |
+| 0.0723        | 9.8   | 120  | 0.1220          | 0.9730   |
 
 
 ### Framework versions

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5d68bab580a51b1980bcd63a21638e598972ea56f7cfe8762e012b2ff764ae4b
+oid sha256:043d4ecdf7d276822c9078f64faee51a0994b65c32f73581f00459a3f5eb97a0
 size 343271789