Update README.md

README.md

@@ -18,10 +18,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 # mobilenet_v2_1.0_224-plant-disease-new
 
-This model is a fine-tuned version of [google/mobilenet_v2_1.0_224](https://huggingface.co/google/mobilenet_v2_1.0_224) on an unknown dataset.
+This model is a fine-tuned version of [google/mobilenet_v2_1.0_224](https://huggingface.co/google/mobilenet_v2_1.0_224) on ImageNet dataset dataset.
 It achieves the following results on the evaluation set:
 - Loss: 0.1287
-- Accuracy: 0.9600
+- Accuracy: 0.9812
 
 ## Model description
 
@@ -41,15 +41,15 @@ More information needed
 
 The following hyperparameters were used during training:
 - learning_rate: 5e-05
-- train_batch_size: 100
-- eval_batch_size: 100
+- train_batch_size: 110
+- eval_batch_size: 110
 - seed: 42
 - gradient_accumulation_steps: 4
-- total_train_batch_size: 400
+- total_train_batch_size: 500
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - lr_scheduler_warmup_ratio: 0.1
-- num_epochs: 6
+- num_epochs: 8
 
 ### Training results
 
@@ -61,6 +61,8 @@ The following hyperparameters were used during training:
 | 0.1716        | 4.0   | 1467 | 0.3329          | 0.8960   |
 | 0.1602        | 5.0   | 1833 | 0.1999          | 0.9388   |
 | 0.1633        | 5.99  | 2196 | 0.1287          | 0.9600   |
+| 0.1663        | 6.01  | 2410 | 0.1328          | 0.9790   |
+| 0.1824        | 6.79  | 2535 | 0.1637          | 0.9812   |
 
 
 ### Framework versions