Update README.md

README.md

@@ -1,10 +1,32 @@
-This is a model used to identify diferent diseases in GrapeVine disease for the company CropVision.
-
-We had the help of the database and model weights of:
-@misc{keetawan2024plantdisease,
-  author = {Keetawan Limaroon},
-  title = {clip-vit-large-patch14-finetuned-disease: A fine-tuned model for plant disease classification and captioning},
-  year = {2024},
-  publisher = {Hugging Face},
-  url = {https://huggingface.co/Keetawan/clip-vit-large-patch14-plant-disease-finetuned},
-}
+---
+base_model: openai/clip-vit-large-patch14
+language: en
+tags:
+- vision
+- zero-shot-classification
+- plant-disease
+- agriculture
+- fine-tuned
+datasets:
+- custom
+model-index:
+- name: clip-vit-large-patch14-finetuned-disease
+  results: []
+---
+
+# clip-vit-large-patch14-finetuned-disease
+
+This model is a fine-tuned version of [openai/clip-vit-large-patch14](https://huggingface.co/openai/clip-vit-large-patch14) on a custom dataset for plant disease captioning. It is designed to classify images of plant leaves and generate captions describing the disease or health condition of the leaves.
+
+## Model Description
+
+The `clip-vit-large-patch14-finetuned-disease` model has been fine-tuned on a dataset specifically curated to identify various diseases affecting plant leaves. This model uses the CLIP architecture to map images of leaves to descriptive captions, helping in the diagnosis and classification of plant diseases.
+
+### Labels and Descriptions
+
+The model is trained to classify the following plant diseases and conditions:
+Healthy
+Leaf Blight
+Black Rot
+ESCA
+