Update README.md

README.md

@@ -29,24 +29,20 @@ should probably proofread and complete it, then remove this comment. -->
 
 # mobilenet_v2_1.0_224-plant-disease-identification
 
-This model is a fine-tuned version of [google/mobilenet_v2_1.0_224](https://huggingface.co/google/mobilenet_v2_1.0_224) on the image_folder 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 the [Kaggle version](https://www.kaggle.com/datasets/vipoooool/new-plant-diseases-dataset) of the [Plant Village dataset](https://github.com/spMohanty/PlantVillage-Dataset).
 It achieves the following results on the evaluation set:
-- Loss: 1.0461
+- Cross Entropy Loss: 1.0461
 - Accuracy: 0.7858
 
-## Model description
-
-More information needed
+Will be further training it (such as finding optimal hyperparameters) better to achieve much better accuracy.
 
 ## Intended uses & limitations
 
-More information needed
+For identifying common diseases in crops and assessing plant health.
 
 ## Training and evaluation data
 
-More information needed
-
-## Training procedure
+The plant village dataset consists of 38 classes of diseases in common crops (including healthy/normal crops).
 
 ### Training hyperparameters