Update README.md

README.md

@@ -1,3 +1,49 @@
 ---
 license: cc-by-nc-nd-4.0
+task_categories:
+- image-to-text
+- object-detection
+language:
+- en
+tags:
+- code
+- finance
 ---
+
+# OCR Receipts from Grocery Stores Text Detection
+The Grocery Store Receipts Dataset is a collection of photos captured from various **grocery store receipts**. This dataset is specifically designed for tasks related to **Optical Character Recognition (OCR)** and is useful for retail. 
+
+Each image in the dataset is accompanied by bounding box annotations, indicating the precise locations of specific text segments on the receipts. The text segments are categorized into four classes: **item, store, date_time and total**.
+
+![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2F4d5c600731265119bb28668959d5c357%2FFrame%2016.png?generation=1695111877176656&alt=media)
+
+# Get the dataset
+
+### This is just an example of the data
+
+Leave a request on [**https://trainingdata.pro/data-market**](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=spam-text-messages-dataset) to discuss your requirements, learn about the price and buy the dataset.
+
+# Dataset structure
+- **images** - contains of original images of receipts
+- **boxes** - includes bounding box labeling for the original images
+-  **annotations.xml** -  contains coordinates of the bounding boxes and detected text, created for the original photo
+
+# Data Format
+
+Each image from `images` folder is accompanied by an XML-annotation in the `annotations.xml` file indicating the coordinates of the bounding boxes and detected text . For each point, the x and y coordinates are provided.
+
+### Classes:
+- **store** - name of the grocery store
+- **item** - item in the receipt
+- **date_time** - date and time of the receipt
+- **total** - total price of the receipt
+
+![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2F62643adde75dd6ca4e3f26909174ae40%2Fcarbon.png?generation=1695112527839805&alt=media)
+
+# Text Detection in the Receipts might be made in accordance with your requirements.
+
+## [**TrainingData**](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=spam-text-messages-dataset) provides high-quality data annotation tailored to your needs
+
+More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets**
+
+TrainingData's GitHub: **https://github.com/trainingdata-pro**