Update README.md

README.md

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 license: cc-by-nc-nd-4.0
+task_categories:
+- image-classification
+- image-segmentation
+- image-to-image
+- image-feature-extraction
+- feature-extraction
+- object-detection
+language:
+- en
+- es
+tags:
+- legal
+- finance
+- code
 ---
+
+# Know Your Customer Dataset, Face Detection and Re-identification, Hispanic People
+
+# The similar dataset that includes all ethnicities - [Selfies and ID Dataset](https://trainingdata.pro/data-market/document-photos-and-selfies?utm_source=huggingface&utm_medium=cpc&utm_campaign=hispanic-kyc)
+
+**10,800**+ photos including **1,400**+ document photos from **720+** people from **19** countries.
+The dataset includes 2 photos of a person from his/her documents and 13 selfies. All people presented in the dataset are hispanic. The dataset contains a variety of images capturing individuals from diverse *backgrounds and age groups*. 
+
+**Photo documents contains only a photo of a person. All personal information from the document is hidden**
+![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2F480c62c085391d4fcd9a8ac7f30fc885%2FFrame%20103.png?generation=1713266481382767&alt=media)
+
+### Documents in the dataset
+- Passports
+- International passport
+- Driver licenses
+- Student cards
+- Health certificate
+- Pensioner's ID
+- Pass to work
+- Other documents
+
+The dataset can be utilized for a wide range of tasks, including **face recognition, emotion detection, age estimation, gender classification**, or any problem related to human image analysis.
+
+# 💴 For Commercial Usage: Full version of the dataset includes 10,800+ photos of people, leave a request on **[TrainingData](https://trainingdata.pro/data-market/hispanic-people-kyc-photo?utm_source=huggingface&utm_medium=cpc&utm_campaign=hispanic-kyc)** to buy the dataset
+
+### Metadata for the full dataset:
+- **assignment_id** - unique identifier of the media file
+- **worker_id** - unique identifier of the person
+- **age** - age of the person
+- **gender** - gender of the person
+- **country** - country of the person
+- **ethnicity** - ethnicity of the person
+- **photo_1_extension, photo_2_extension, …, photo_15_extension** - photo extensions in the dataset
+- **photo_1_resolution, photo_2_resolution, …, photo_15_resolution** - photo resolution in the dataset
+
+### Statistics for the dataset
+![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2Fbc973699e00d358f25c90abd8ea3fc9e%2Fhispanic_kyc.png?generation=1713266496098650&alt=media)
+
+# 💴 Buy the Dataset: This is just an example of the data. Leave a request on **[https://trainingdata.pro/data-market](https://trainingdata.pro/data-market/hispanic-people-kyc-photo?utm_source=huggingface&utm_medium=cpc&utm_campaign=hispanic-kyc) to learn about the price and buy the dataset**
+
+# Content
+The dataset consists of:
+- **files** - includes 5 folders corresponding to each person and including 15 images (2 id photos and 13 selfies),
+-  **.csv file** -  contains information about the images and people in the dataset
+
+### File with the extension .csv
+- **id**: id of the person,
+- **age** - age of the person,
+- **gender** - gender of the person,
+- **country** - country of the person,
+- **id_1, id_2**: link to access id photos,
+- **selfie_1, selfie_2, ..., selfie_13**: link to access each of the 13 selfies of the person
+
+## **[TrainingData](https://trainingdata.pro/data-market/hispanic-people-kyc-photo?utm_source=huggingface&utm_medium=cpc&utm_campaign=hispanic-kyc)** 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-datamarket/TrainingData_All_datasets**
+
+*keywords: biometric system, biometric dataset, face recognition database, face recognition dataset, face detection dataset, facial analysis, object detection dataset, deep learning datasets, computer vision datset, human images dataset, human faces dataset, machine learning, image-to-image, re-identification, id photos, selfies and paired id, photos, id verification models, passport, id card image, digital photo-identification, hispanic people, hispanic dataset*