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README.md

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 # Emotion recognition Dataset
 Dataset comprises **199,955** images featuring **28,565** individuals displaying a variety of facial expressions. It is designed for research in **emotion recognition** and **facial expression analysis**  across diverse races, genders, and ages.
 
-By utilizing this dataset, researchers and developers can enhance their understanding of **facial recognition** technology and improve the accuracy of **emotion classification** systems. - **[Get the data](https://unidata.pro/datasets/facial-expression-recognition-dataset/?utm_source=huggingfac&utm_medium=cpc&utm_campaign=facial-expression-recognition-dataset)**
+By utilizing this dataset, researchers and developers can enhance their understanding of **facial recognition** technology and improve the accuracy of **emotion classification** systems. - **[Get the data](https://unidata.pro/datasets/facial-expression-recognition-dataset/?utm_source=huggingfac&utm_medium=referral&utm_campaign=facial-expression-recognition-dataset)**
 
 # Examples of data
 ![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F22059654%2F22472a4de7d505ff4962b7eaa14071bf%2F1.png?generation=1740432470830146&alt=media)
 
 This dataset includes images that capture different emotions, such as happiness, sadness, surprise, anger, disgust, and fear, allowing researchers to develop and evaluate recognition algorithms and detection methods. 
-# 💵 Buy the Dataset: This is a limited preview of the data. To access the full dataset, please contact us at [https://unidata.pro](https://unidata.pro/datasets/facial-expression-recognition-dataset/?utm_source=huggingfac&utm_medium=cpc&utm_campaign=facial-expression-recognition-dataset) to discuss your requirements and pricing options.
+# 💵 Buy the Dataset: This is a limited preview of the data. To access the full dataset, please contact us at [https://unidata.pro](https://unidata.pro/datasets/facial-expression-recognition-dataset/?utm_source=huggingfac&utm_medium=referral&utm_campaign=facial-expression-recognition-dataset) to discuss your requirements and pricing options.
 
 
 ## Metadata for the dataset
 ![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F22059654%2F8cfad327bf19d7f6fad22ae2cc021a5b%2FFrame%201%20(2).png?generation=1740432926933026&alt=media)
 Researchers can leverage this dataset to explore various learning methods and algorithms aimed at improving emotion detection and facial expression recognition.
-# 🌐 [UniData](https://unidata.pro/datasets/facial-expression-recognition-dataset/?utm_source=huggingfac&utm_medium=cpc&utm_campaign=facial-expression-recognition-dataset) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects
+# 🌐 [UniData](https://unidata.pro/datasets/facial-expression-recognition-dataset/?utm_source=huggingfac&utm_medium=referral&utm_campaign=facial-expression-recognition-dataset) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects