Update README.md

README.md

@@ -1,3 +1,61 @@
 ---
 license: cc-by-nc-nd-4.0
+task_categories:
+- image-classification
+language:
+- en
+tags:
+- code
+- finance
 ---
+# Facial Keypoints
+The dataset is designed for computer vision and machine learning tasks involving the identification and analysis of key points on a human face. It consists of images of human faces, each accompanied by key point annotations in XML format.
+
+# Get the Dataset
+This is just an example of the data. If you need access to the entire dataset, contact us via **[[email protected]](mailto:[email protected])** or leave a request on **[https://trainingdata.pro/data-market](https://trainingdata.pro/data-market)**
+
+![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2F3d7bd72ae7143ee767c2ec54aabde499%2Fimage_keypoint.png?generation=1683577579318981&alt=media)
+
+# Data Format
+
+Each image from `FKP` folder is accompanied by an XML-annotation in the `annotations.xml` file indicating the coordinates of the key points. For each point, the x and y coordinates are provided, and there is a `Presumed_Location` attribute, indicating whether the point is presumed or accurately defined.
+
+# Example of XML file structure
+
+![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2Fb68d405e08a0d5dc6e5c87476758164d%2Fcarbon.png?generation=1684338809077422&alt=media)
+    
+# Labeled Keypoints
+
+**1.** Left eye, the closest point to the nose
+
+**2.** Left eye, pupil's center
+
+**3.** Left eye, the closest point to the left ear
+
+**4.** Right eye, the closest point to the nose
+
+**5.** Right eye, pupil's center
+
+**6.** Right eye, the closest point to the right ear
+
+**7.** Left eyebrow, the closest point to the nose
+
+**8.** Left eyebrow, the closest point to the left ear
+
+**9.** Right eyebrow, the closest point to the nose
+
+**10.** Right eyebrow, the closest point to the right ear
+
+**11.** Nose, center
+
+**12.** Mouth, left corner point
+
+**13.** Mouth, right corner point
+
+**14.** Mouth, the highest point in the middle
+
+**15.** Mouth, the lowest point in the middle
+
+# Keypoint annotation is made in accordance with your requirements.
+
+## **[TrainingData](https://trainingdata.pro/data-market)** provides high-quality data annotation tailored to your needs