Update README.md

README.md

@@ -1,22 +1,29 @@
 ---
 tags:
-- autotrain
 - summarization
 language:
 - en
 widget:
-- text: "I love AutoTrain 🤗"
+- text: "British Prime Minister Theresa May said on Friday she would continue to govern in the interests of all Northern Ireland and uphold the agreement that ended decades of sectarian violence in the province. The statement comes as an impasse over the future of the Irish border once Britain leaves the European Union looked to have been resolved. This Government will continue to govern in the interests of the whole community in Northern Ireland and uphold the Agreements that have underpinned the huge progress that has been made over the past two decades, a statement published on the government s website said."
+  example_title: Example 1
+- text: "What is a paragraph?
+Paragraphs are the building blocks of papers. Many students define paragraphs in terms of length: a paragraph is a group of at least five sentences, a paragraph is half a page long, etc. In reality, though, the unity and coherence of ideas among sentences is what constitutes a paragraph. A paragraph is defined as “a group of sentences or a single sentence that forms a unit” (Lunsford and Connors 116). Length and appearance do not determine whether a section in a paper is a paragraph. For instance, in some styles of writing, particularly journalistic styles, a paragraph can be just one sentence long. Ultimately, a paragraph is a sentence or group of sentences that support one main idea. In this handout, we will refer to this as the “controlling idea,” because it controls what happens in the rest of the paragraph."
+  example_title: Example 2
 datasets:
-- Kaludi/autotrain-data-quik-sum
+- Kaludi/data-quick-summarization
 co2_eq_emissions:
   emissions: 460.6785690944488
 ---
 
-# Model Trained Using AutoTrain
+# Quick Summarization
+
+This is a Food Category Image Classifier model that has been trained by [Kaludi](https://huggingface.co/Kaludi) to recognize 11 different categories of foods, including **Bread**, **Dairy Product**, **Dessert**, **Egg**, **Fried Food**, **Meat**, **Noodles-Pasta**, **Rice**, **Seafood**, **Soup**, and **Vegetable-Fruit**. It can accurately classify an image of food into one of these categories by analyzing its visual features. This model can be used by food bloggers, restaurants, and recipe websites to quickly categorize and sort their food images, making it easier to manage their content and provide a better user experience.
+
+### Gradio
+
+Tis model supports a [Gradio](https://github.com/gradio-app/gradio) Web UI to run the data-food-classification model:
+[![Open In HF Spaces](https://camo.githubusercontent.com/00380c35e60d6b04be65d3d94a58332be5cc93779f630bcdfc18ab9a3a7d3388/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f25463025394625413425393725323048756767696e67253230466163652d5370616365732d626c7565)](https://huggingface.co/spaces/Kaludi/Food-Category-Classification_App)
 
-- Problem type: Summarization
-- Model ID: 3280991391
-- CO2 Emissions (in grams): 460.6786
 
 ## Validation Metrics