Update README.md

README.md

@@ -14,22 +14,6 @@ datasets:
 - enalis/LeafNet
 library_name: transformers
 ---
----
-license: mit
-tags:
-  - vision-language
-  - image-encoder
-  - text-encoder
-  - multimodal
-  - contrastive-learning
-  - explainable-ai
-  - few-shot-learning
-  - agriculture
-library_name: transformers
-datasets:
-  - your-dataset-name
-pipeline_tag: feature-extraction
----
 
 # 🌿 SCOLD: A Vision-Language Foundation Model for Leaf Disease Identification
 
@@ -59,12 +43,6 @@ The final embeddings from image and text encoders are aligned using cosine simil
 - Vision-language embedding for classification or retrieval tasks
 - Few-shot learning in agricultural or medical datasets
 - Multimodal interpretability or zero-shot transfer
-
-### ❌ Limitations
-- Not optimized for real-time inference
-- Trained on LeafNet dataset
-- May not generalize well to non-agricultural tasks without fine-tuning
-
 ---
 
 ## 🧪 How to Use