High-quality dataset featuring 10,000 professionally shot studio images with perfect lighting. Models of diverse types and ethnicities. Ideal for training AI in virtual try-on technology for clothing and makeup applications Overview: FileMarket's dataset offers 10,000 high-resolution images of professional models, captured in a controlled studio environment by experienced photographers. Each image is expertly lit to ensure clarity and consistency across all photos, making this dataset an invaluable resource for various AI-driven applications. What Makes This Data Unique? This dataset stands out due to its meticulous attention to quality. Each model is photographed from multiple angles, providing a comprehensive view that is ideal for AI training. The diversity of models, encompassing various ethnicities, ages, and body types, ensures that the data is representative and inclusive. The consistency in lighting and background across all images reduces the need for additional preprocessing, making the data immediately usable for machine learning and deep learning projects. Data Sourcing: The images in this dataset were sourced exclusively from professional studio shoots. The controlled environment ensures that each image meets the highest standards, with consistent lighting, background, and quality. The photographers involved have extensive experience in fashion and commercial photography, guaranteeing that every image is of premium quality. Primary Use-Cases: This dataset is versatile and can be effectively used in several AI and machine learning contexts, including: Object Detection Data: The clear and consistent images make this dataset ideal for training models in object detection, specifically in identifying human figures and facial features. Machine Learning (ML) Data: The diversity and high quality of the images are perfect for feeding into machine learning algorithms, particularly those focused on human recognition and categorization. Deep Learning (DL) Data: The multi-angle shots of models offer a rich dataset for deep learning models that require a variety of perspectives to improve accuracy, such as in 3D reconstruction and pose estimation. Biometric Data: The detailed and varied images are suitable for training biometric systems, enhancing their ability to recognize and verify individuals across different conditions and contexts. Broader Data Offering: This dataset integrates seamlessly with other FileMarket offerings, allowing data buyers to combine it with other data types, such as text or video data, for more comprehensive AI training models. Whether for enhancing virtual try-on technologies for clothing and makeup or improving the accuracy of biometric systems, this dataset serves as a cornerstone in developing robust AI applications.

Our pre-compiled biometric data set (human faces) includes comprehensive features such as 3D depth, segmentation of facial organs and accessories, key points, facial expressions, alpha matte, and a range of ages. All biometric data is gathered with signed authorization agreements. Biometric Data FileMarket provides a comprehensive Biometric Data set, ideal for enhancing AI applications in security, identity verification, and more. In addition to Biometric Data, we offer specialized datasets across Object Detection Data, Machine Learning (ML) Data, Large Language Model (LLM) Data, and Deep Learning (DL) Data. Each dataset is meticulously crafted to support the development of cutting-edge AI models. Data Size: 20,000 IDs Race Distribution: The dataset encompasses individuals from diverse racial backgrounds, including Black, Caucasian, Indian, and Asian groups. Gender Distribution: The dataset equally represents all genders, ensuring a balanced and inclusive collection. Age Distribution: The data spans a broad age range, including young, middle-aged, and senior individuals, providing comprehensive age coverage. Collection Environment: Data has been gathered in both indoor and outdoor environments, ensuring variety and relevance for real-world applications. Data Diversity: This dataset includes a rich variety of face poses, racial backgrounds, age groups, lighting conditions, and scenes, making it ideal for robust biometric model training. Device: All data has been collected using mobile phones, reflecting common real-world usage scenarios. Data Format: The data is provided in .jpg and .png formats, ensuring compatibility with various processing tools and systems. Accuracy: The labels for face pose, race, gender, and age are highly accurate, exceeding 95%, making this dataset reliable for training high-performance biometric models.

Pixta AI | Face recognition | Human | Face ID + 106 key points facial landmark images | 30,000 Stock Images

by Pixta Inc

1. Overview This dataset is a collection of 30,000+ images of Face ID + 106 key points facial landmark that are ready to use for optimizing the accuracy of computer vision models. Images in the dataset includes People image with specific requirements as follow: - Age: above 20 - Race: various - Angle: no more than 90 degree All of the contents is sourced from PIXTA's stock library of 100M+ Asian-featured images and videos. 2. Annotated Imagery Data of Face ID + 106 key points facial landmark This dataset contains 30,000+ images of Face ID + 106 key points facial landmark. The dataset has been annotated in - face bounding box, Attribute of race, gender, age, skin tone and 106 keypoints facial landmark. Each data set is supported by both AI and human review process to ensure labelling consistency and accuracy. 3. About PIXTA PIXTASTOCK is the largest Asian-featured stock platform providing data, contents, tools and services since 2005. PIXTA experiences 15 years of integrating advanced AI technology in managing, curating, processing over 100M visual materials and serving global leading brands for their creative and data demands.

Pixta AI | Face recognition | Human | Human wearing a mask images | 10,000 Stock Images

by Pixta Inc

1. Overview This dataset is a collection of 10,000+ images of Human wearing a mask in multiple scenes that are ready to use for optimizing the accuracy of computer vision models. All of the contents is sourced from PIXTA's stock library of 100M+ Asian-featured images and videos. PIXTA is the largest platform of visual materials in the Asia Pacific region offering fully-managed services, high quality contents and data, and powerful tools for businesses & organisations to enable their creative and machine learning projects. 2. Annotated Imagery Data of car Human wearing a mask This dataset contains 10,000+ images of Human wearing a mask. The dataset has been annotated in face bounding box, body bounding box and attribute of mask, wheelchair, stroller, umbrella, suitcase, bag, backpack, laptop, cellphone, hat, suits, glasses/sunglasses 3. About PIXTA PIXTASTOCK is the largest Asian-featured stock platform providing data, contents, tools and services since 2005. PIXTA experiences 15 years of integrating advanced AI technology in managing, curating, processing over 100M visual materials and serving global leading brands for their creative and data demands.

Pixta AI | Human | Computer vision | Human full body images | 50,000 Stock Images

by Pixta Inc

1. Overview This dataset is a collection of 50,000+ images of Human full body with multiple attributes that are ready to use for optimizing the accuracy of computer vision models. All of the contents is sourced from PIXTA's stock library of 100M+ Asian-featured images and videos. PIXTA is the largest platform of visual materials in the Asia Pacific region offering fully-managed services, high quality contents and data, and powerful tools for businesses & organisations to enable their creative and machine learning projects. 2. Annotated Imagery Data of human in full body images This dataset contains 50,000+ images of human in full body. The dataset has been annotated in face bounding box face, body bounding box and Attribute of mask, wheelchair, stroller, umbrella, suitcase, bag, backpack, laptop, cellphone,... 3. About PIXTA PIXTASTOCK is the largest Asian-featured stock platform providing data, contents, tools and services since 2005. PIXTA experiences 15 years of integrating advanced AI technology in managing, curating, processing over 100M visual materials and serving global leading brands for their creative and data demands.

Pixta AI | Face recognition | Human Face and Emotion Dataset | 100,000 Licensed Images

by Pixta Inc

This dataset is a collection of 100,000+ images of mixed race human face with various expressions & emotions that are ready to use for optimizing the accuracy of computer vision models. All of the contents is sourced from PIXTA's stock library of 100M+ Asian-featured images and videos. PIXTA is the largest platform of visual materials in the Asia Pacific region offering fully-managed services, high quality contents and data, and powerful tools for businesses & organisations to enable their creative and machine learning projects.