Update Readme

README.md

@@ -12,3 +12,18 @@ short_description: ResNet 50 model trained on Imagenet-1k data.
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 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+
+# ImageNet-1K Classification Model
+
+This is a deep learning model trained on the ImageNet-1K dataset, capable of classifying images into 1000 different categories.
+
+## Usage
+
+Upload an image using the interface and the model will return the top 5 most likely classifications along with their probabilities.
+
+## Model Details
+
+- Architecture: ResNet-based model trained using PyTorch Lightning
+- Dataset: ImageNet-1K
+- Input: Images (recommended size: 224x224)
+- Output: Probabilities for 1000 ImageNet classes