Update README.md

README.md

@@ -1,6 +1,30 @@
 ---
-base_model:
-- microsoft/resnet-50
+base_model: microsoft/resnet-50
+tags:
+- image-classification
+- ferplus
+- emotions
 ---
 
-this model is fine-tuned from resnet50. "https://www.kaggle.com/datasets/arnabkumarroy02/ferplus" dataset were used to train
+# Fine-Tuned ResNet-50 on FERPlus Dataset
+
+This model is a fine-tuned version of ResNet-50 on the [FERPlus dataset](https://www.kaggle.com/datasets/arnabkumarroy02/ferplus), which is more balanced ferplus dataset as owner claimed.
+
+## Model Details
+- **Base Model**: [Microsoft ResNet-50](https://huggingface.co/microsoft/resnet-50)
+- **Dataset**: FERPlus, which contains grayscale images of faces labeled with emotion categories.
+- **Task**: Emotion Classification
+- **Labels**:
+  - 0: Angry
+  - 1: Contempt
+  - 2: Disgust
+  - 3: Fear
+  - 4: Happy
+  - 5: Neutral
+  - 6: Sad
+  - 7: Surprise
+
+## Training Details
+This model was fine-tuned on FERPlus dataset images resized to 224x224 pixels. Standard data augmentation techniques were applied, and normalization was performed with the following values:
+- **Mean**: `[0.485, 0.456, 0.406]`
+- **Standard Deviation**: `[0.229, 0.224, 0.225]`