hn11235
/

plant-seedlings-model

@@ -21,7 +21,7 @@ model-index:
     metrics:
     - name: Accuracy
       type: accuracy
-      value: 0.954140127388535
 ---
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -29,10 +29,10 @@ should probably proofread and complete it, then remove this comment. -->
 # plant-seedlings-model
-This model is a fine-tuned version of [microsoft/beit-base-patch16-224-pt22k-ft22k](https://huggingface.co/microsoft/beit-base-patch16-224-pt22k-ft22k) on the imagefolder dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.2858
-- Accuracy: 0.9541
 ## Model description
@@ -64,21 +64,21 @@ The following hyperparameters were used during training:
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| 1.2496        | 1.27  | 500  | 1.2172          | 0.5637   |
-| 0.7542        | 2.54  | 1000 | 0.8994          | 0.6898   |
-| 0.6158        | 3.82  | 1500 | 0.6794          | 0.7720   |
-| 0.4306        | 5.09  | 2000 | 0.4715          | 0.8331   |
-| 0.3066        | 6.36  | 2500 | 0.4127          | 0.8567   |
-| 0.2851        | 7.63  | 3000 | 0.3460          | 0.8803   |
-| 0.3096        | 8.91  | 3500 | 0.2714          | 0.9019   |
-| 0.1086        | 10.18 | 4000 | 0.2760          | 0.9268   |
-| 0.1209        | 11.45 | 4500 | 0.2881          | 0.9229   |
-| 0.1036        | 12.72 | 5000 | 0.2566          | 0.9357   |
-| 0.0716        | 13.99 | 5500 | 0.2792          | 0.9382   |
-| 0.0168        | 15.27 | 6000 | 0.2604          | 0.9376   |
-| 0.0004        | 16.54 | 6500 | 0.3676          | 0.9363   |
-| 0.0017        | 17.81 | 7000 | 0.2969          | 0.9529   |
-| 0.0005        | 19.08 | 7500 | 0.2858          | 0.9541   |
 ### Framework versions

     metrics:
     - name: Accuracy
       type: accuracy
+      value: 0.978343949044586
 ---
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 # plant-seedlings-model
+This model is a fine-tuned version of [google/vit-large-patch16-224-in21k](https://huggingface.co/google/vit-large-patch16-224-in21k) on the imagefolder dataset.
 It achieves the following results on the evaluation set:
+- Loss: 0.1235
+- Accuracy: 0.9783
 ## Model description
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 0.3236        | 1.27  | 500  | 0.2747          | 0.9019   |
+| 0.2273        | 2.54  | 1000 | 0.3031          | 0.9038   |
+| 0.082         | 3.82  | 1500 | 0.2103          | 0.9280   |
+| 0.061         | 5.09  | 2000 | 0.2235          | 0.9408   |
+| 0.0668        | 6.36  | 2500 | 0.1633          | 0.9554   |
+| 0.0739        | 7.63  | 3000 | 0.1561          | 0.9586   |
+| 0.0836        | 8.91  | 3500 | 0.1904          | 0.9446   |
+| 0.0078        | 10.18 | 4000 | 0.2045          | 0.9535   |
+| 0.087         | 11.45 | 4500 | 0.4487          | 0.9146   |
+| 0.0119        | 12.72 | 5000 | 0.2162          | 0.9567   |
+| 0.0002        | 13.99 | 5500 | 0.1157          | 0.9758   |
+| 0.0001        | 15.27 | 6000 | 0.1199          | 0.9771   |
+| 0.0001        | 16.54 | 6500 | 0.1215          | 0.9790   |
+| 0.0001        | 17.81 | 7000 | 0.1223          | 0.9790   |
+| 0.0001        | 19.08 | 7500 | 0.1235          | 0.9783   |
 ### Framework versions